{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":32,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":32,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"b47ddc09dc6e","filters":{"venue":"L information psychiatrique"}},"results":[{"id":"W1984191544","doi":"10.1684/ipe.2010.0659","title":"Une conception élargie du rétablissement","year":2010,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Art","authors":[{"name":"Hélène Provencher","is_ca":true},{"name":"Corey L. M. Keyes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.009210899462048318,"gpt":0.2510269958471963,"spread":0.241816096385148,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005313033,0.0002972464,0.0002238413,0.000193954,0.001041225,0.0004856521,0.0002319531,0.0002985024,0.01311919],"category_scores_gemma":[0.0000167977,0.0002997669,0.0001569049,0.0001582595,0.0002587845,0.0026547,0.0000335201,0.0007458082,0.004360375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007026723,"about_ca_system_score_gemma":0.0002241115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004838271,"about_ca_topic_score_gemma":0.007238917,"domain_scores_codex":[0.9979387,0.00006502508,0.0009766564,0.0001730565,0.0003298016,0.000516791],"domain_scores_gemma":[0.9985738,0.00004080715,0.0004668746,0.0003664047,0.0002265823,0.0003255417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005590553,0.000158058,0.0009085382,0.0004731824,0.00001998955,3.814174e-7,0.01296589,0.0000109964,0.000008119123,0.7071616,0.2559462,0.02229115],"study_design_scores_gemma":[0.001067051,0.0002137895,0.001327737,0.00007117677,0.00002950135,0.00001786501,0.004666292,0.000710546,0.00001819238,0.007257776,0.9842858,0.0003342367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07629631,0.002136054,0.001933222,0.1175217,0.0917281,0.001436915,0.0007870041,0.0002500724,0.7079107],"genre_scores_gemma":[0.8995333,0.002387874,0.003548454,0.02790578,0.02284884,0.0002095796,0.001655073,0.00006358985,0.04184754],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8232369,"threshold_uncertainty_score":0.9999455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4254137029","doi":"10.3917/inpsy.8806.0431","title":"Les outils d'évaluation du risque de violence : avantages et limites","year":2012,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Frédéric Millaud","is_ca":false},{"name":"Jean-Luc Dubreucq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04427306024757235,"gpt":0.3433596775091682,"spread":0.2990866172615958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004731236,0.0008020132,0.0006110261,0.0007808933,0.0004737618,0.0003143473,0.0006780936,0.00105087,0.001813403],"category_scores_gemma":[0.0004145003,0.0008932147,0.0003728171,0.0008062078,0.0002767651,0.004814847,0.0001199943,0.001228886,0.004899157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006447586,"about_ca_system_score_gemma":0.0003286139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567447,"about_ca_topic_score_gemma":0.0002158321,"domain_scores_codex":[0.9938239,0.001499104,0.001823639,0.0004564688,0.0006720494,0.001724846],"domain_scores_gemma":[0.9962429,0.0005360158,0.001263782,0.001009434,0.0003083324,0.0006395408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002958433,0.001041691,0.123984,0.0004836596,0.0002860425,0.000002817614,0.06029518,0.0006176503,0.0001158032,0.1721933,0.4039849,0.2366991],"study_design_scores_gemma":[0.00298283,0.0004982648,0.1423919,0.0007859157,0.0002555704,0.0003979633,0.01045278,0.002434948,0.0002450884,0.008053806,0.8301407,0.001360233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1753932,0.02346818,0.08946963,0.02489573,0.3551745,0.002069965,0.0004921543,0.0007554283,0.3282813],"genre_scores_gemma":[0.9594488,0.004881429,0.01540596,0.008932727,0.008611741,0.00023458,0.0004242811,0.0001225083,0.001937958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7840557,"threshold_uncertainty_score":0.9993519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1975035566","doi":"10.1684/ipe.2012.0938","title":"Les outils d'évaluation du risque de violence : avantages et limites","year":2012,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Psychopathy, Forensic Psychiatry, Sexual Offending","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Institut national de psychiatrie légale Philippe-Pinel","funders":"","keywords":"Humanities; Political science; Psychology; Philosophy","authors":[{"name":"Frédéric Millaud","is_ca":true},{"name":"Jean-Luc Dubreucq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04427306024757235,"gpt":0.3433596775091682,"spread":0.2990866172615958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004731236,0.0008020132,0.0006110261,0.0007808933,0.0004737618,0.0003143473,0.0006780936,0.00105087,0.001813403],"category_scores_gemma":[0.0004145003,0.0008932147,0.0003728171,0.0008062078,0.0002767651,0.004814847,0.0001199943,0.001228886,0.004899157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006447586,"about_ca_system_score_gemma":0.0003286139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001567447,"about_ca_topic_score_gemma":0.0002158321,"domain_scores_codex":[0.9938239,0.001499104,0.001823639,0.0004564688,0.0006720494,0.001724846],"domain_scores_gemma":[0.9962429,0.0005360158,0.001263782,0.001009434,0.0003083324,0.0006395408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002958433,0.001041691,0.123984,0.0004836596,0.0002860425,0.000002817614,0.06029518,0.0006176503,0.0001158032,0.1721933,0.4039849,0.2366991],"study_design_scores_gemma":[0.00298283,0.0004982648,0.1423919,0.0007859157,0.0002555704,0.0003979633,0.01045278,0.002434948,0.0002450884,0.008053806,0.8301407,0.001360233],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.1753932,0.02346818,0.08946963,0.02489573,0.3551745,0.002069965,0.0004921543,0.0007554283,0.3282813],"genre_scores_gemma":[0.9594488,0.004881429,0.01540596,0.008932727,0.008611741,0.00023458,0.0004242811,0.0001225083,0.001937958],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7840557,"threshold_uncertainty_score":0.9993519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4239615322","doi":"10.3917/inpsy.8310.0807","title":"Quand la conquête de la citoyenneté renverse le cycle de la stigmatisation","year":2007,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Public Health and Social Inequalities","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Patrick Le Cardinal","is_ca":false},{"name":"Claude Ethuin","is_ca":false},{"name":"Marie-Christine Thibaut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01564198087687779,"gpt":0.3368459542075875,"spread":0.3212039733307097,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01213518,0.000181169,0.0002154684,0.0001997049,0.0007836975,0.0004309683,0.0002313876,0.0008462734,0.0002018023],"category_scores_gemma":[0.0008017328,0.0002176351,0.0001105778,0.0005641368,0.0007486319,0.00249053,0.00002525675,0.0005239305,0.0001349635],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004869306,"about_ca_system_score_gemma":0.002451507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03054406,"about_ca_topic_score_gemma":0.00286213,"domain_scores_codex":[0.9961683,0.001788635,0.0008119679,0.00012238,0.0003908859,0.0007177875],"domain_scores_gemma":[0.9972733,0.001499158,0.0004543497,0.0001572938,0.0001616874,0.0004541614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000293804,0.00006827953,0.003844424,0.0001807367,0.00001723574,0.000001702537,0.136972,0.000137567,0.000003242064,0.8130543,0.0217629,0.02392823],"study_design_scores_gemma":[0.000819832,0.00003926868,0.0128391,0.00005706007,0.00001369892,0.00001184654,0.0482236,0.001183777,0.00001788665,0.06331638,0.8732364,0.0002411357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2485629,0.0009136248,0.06858861,0.01970632,0.002171228,0.0005010919,0.0000859877,0.0002300792,0.6592401],"genre_scores_gemma":[0.98502,0.00177612,0.00444254,0.004627734,0.001050301,0.00002903202,0.00006940032,0.00001663149,0.002968175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8514735,"threshold_uncertainty_score":0.9759116,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1760325145","doi":"","title":"Le métier de psychiatre au Québec","year":2003,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Medical Research and Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Population; Geography; Sociology; Art; Demography","authors":[{"name":"Paul-André Lafleur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0321168698876285,"gpt":0.4089172964279207,"spread":0.3768004265402922,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004448655,0.000265075,0.000290835,0.000273039,0.001363197,0.00009744282,0.0003378702,0.0008247485,0.008198428],"category_scores_gemma":[0.003956259,0.0002631931,0.0001622921,0.0005828154,0.0001877774,0.002970702,0.00005080005,0.00228383,0.00726895],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005944667,"about_ca_system_score_gemma":0.0326532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1974153,"about_ca_topic_score_gemma":0.192646,"domain_scores_codex":[0.9941263,0.002638855,0.001152105,0.0001943846,0.0005893328,0.001299008],"domain_scores_gemma":[0.996426,0.001100782,0.0005848355,0.0005095886,0.0003040614,0.001074752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000109133,0.0001874525,0.009031605,0.001106222,0.0000554483,0.000001431556,0.01798746,0.00003039464,0.000001777829,0.3815723,0.5608187,0.02909807],"study_design_scores_gemma":[0.001508245,0.0001741012,0.001173308,0.0002139959,0.00002581967,0.00002310148,0.01353602,0.0003159562,0.00001428116,0.009433053,0.973321,0.0002610985],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004756015,0.005893573,0.05445243,0.3086222,0.007203029,0.001039797,0.00007617987,0.0001084167,0.6178484],"genre_scores_gemma":[0.4629845,0.01605297,0.07429892,0.2484538,0.00712469,0.0009197905,0.0003988839,0.0001990038,0.1895675],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4582285,"threshold_uncertainty_score":0.999982,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107116083","doi":"10.1684/ipe.2007.0259","title":"Quand la conquête de la citoyenneté renverse le cycle de la stigmatisation","year":2007,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Patrick Le Cardinal","is_ca":false},{"name":"Claude Ethuin","is_ca":false},{"name":"Marie-Christine Thibaut","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0448012065884042,"gpt":0.3771475485555966,"spread":0.3323463419671924,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00928566,0.000270636,0.0002570338,0.0002997457,0.0008418551,0.00008908198,0.0001889556,0.001037966,0.0004933598],"category_scores_gemma":[0.0001558982,0.0003025142,0.00009998176,0.0003431049,0.0002212092,0.001203022,0.00005734508,0.001196668,0.0007525495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007245182,"about_ca_system_score_gemma":0.001511793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005847394,"about_ca_topic_score_gemma":0.0009747287,"domain_scores_codex":[0.9948082,0.002269401,0.001485655,0.0001735831,0.0003593796,0.0009038055],"domain_scores_gemma":[0.9962424,0.001885899,0.0008237177,0.000317339,0.0001384456,0.0005921688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008350025,0.0008565388,0.1370894,0.01072217,0.00008301024,0.0000114214,0.1477844,0.001295364,0.00005148576,0.468119,0.151583,0.08156922],"study_design_scores_gemma":[0.004363674,0.0002709561,0.04666247,0.001275688,0.00004037145,0.00003524941,0.01981555,0.007049342,0.0001571129,0.01796942,0.9019482,0.0004120142],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5346211,0.001610864,0.140079,0.006060549,0.00556152,0.002667577,0.000307698,0.0002565584,0.3088352],"genre_scores_gemma":[0.9593962,0.002144227,0.02043438,0.01336795,0.0007576682,0.0001443575,0.0009639747,0.00004379658,0.002747405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7503651,"threshold_uncertainty_score":0.9999427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013004824","doi":"10.1684/ipe.2008.0407","title":"L'efficience des stratégies de réhabilitation","year":2008,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Psychology; Political science; Art","authors":[{"name":"Claude Leclerc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02089190632914582,"gpt":0.2994356749867544,"spread":0.2785437686576085,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004402959,0.0001915582,0.0001865434,0.0002518691,0.0003738436,0.0000644921,0.0001237536,0.000166585,0.0004055826],"category_scores_gemma":[0.0003779812,0.0001794542,0.0001271849,0.0005267604,0.0004734242,0.001655308,0.00002307152,0.0002883187,0.001402213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000529547,"about_ca_system_score_gemma":0.001501413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004785637,"about_ca_topic_score_gemma":0.0001739144,"domain_scores_codex":[0.9982504,0.0001126818,0.0004984629,0.0001355436,0.000410282,0.000592623],"domain_scores_gemma":[0.998792,0.0001523484,0.0001266962,0.0002814243,0.0002898921,0.0003576347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005079757,0.001933946,0.1766069,0.002866563,0.0003556378,0.0001191858,0.06660985,0.005471394,0.0002317019,0.276564,0.02919315,0.4349679],"study_design_scores_gemma":[0.007720202,0.00274535,0.909413,0.000636738,0.0001099283,0.001545764,0.00783318,0.01465237,0.001818782,0.02165977,0.03134192,0.0005229975],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294589,0.01125252,0.03173463,0.01296763,0.001383787,0.0009329964,0.00006819257,0.0001495908,0.01205172],"genre_scores_gemma":[0.9464735,0.004380656,0.046804,0.0005116102,0.0003844773,0.00007657908,0.00008483914,0.00001135831,0.001273011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7328061,"threshold_uncertainty_score":0.9993753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969394000","doi":"10.1684/ipe.2013.1043","title":"De l'hébergement thérapeutique au « Un chez soi d'abord »","year":2013,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Gynecology; Medicine","authors":[{"name":"Gilles Vidon","is_ca":false},{"name":"Jean‐Marc Antoine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01679796052959604,"gpt":0.3360268147801674,"spread":0.3192288542505714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001381646,0.000373027,0.000528944,0.0002323598,0.001018142,0.0001955783,0.000368612,0.001093291,0.009009025],"category_scores_gemma":[0.0001053975,0.0003790696,0.000200877,0.0005434842,0.0001212416,0.002720592,0.0001285831,0.001171121,0.009555232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004418,"about_ca_system_score_gemma":0.001747574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02150996,"about_ca_topic_score_gemma":0.004360175,"domain_scores_codex":[0.9959589,0.0008831433,0.001441373,0.0001984292,0.0003445905,0.001173539],"domain_scores_gemma":[0.997678,0.0001979091,0.0006848148,0.0004477823,0.0005243481,0.0004671534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003250396,0.0003114977,0.04201728,0.0019144,0.0001764149,0.000001114638,0.4035594,0.0001498739,0.00001370827,0.3145514,0.03839908,0.1988733],"study_design_scores_gemma":[0.001251078,0.0001197624,0.08197361,0.0003343039,0.00006101309,9.432021e-7,0.1241461,0.001625324,0.00009247021,0.02271255,0.7671296,0.0005532622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6346446,0.003059803,0.03861148,0.08740126,0.01403616,0.004328903,0.0001539555,0.0004534964,0.2173104],"genre_scores_gemma":[0.9747694,0.002638682,0.003894709,0.006983123,0.001782,0.000741908,0.0001619879,0.00004454925,0.008983706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7287305,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613310488","doi":"10.1684/ipe.2016.1545","title":"La pair aidance en santé mentale : l’expérience québécoise et française","year":2016,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Guylaine Cloutier","is_ca":false},{"name":"Philippe Maugiron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03249519716342312,"gpt":0.359834507909707,"spread":0.3273393107462839,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002692696,0.0003767365,0.0003336846,0.0002149608,0.0005998223,0.00003574957,0.0003712775,0.0006360246,0.002270596],"category_scores_gemma":[0.0001138902,0.0002925869,0.0001430065,0.0003623722,0.000167494,0.003025915,0.0001449724,0.0007996919,0.006785185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005805374,"about_ca_system_score_gemma":0.001029652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003603054,"about_ca_topic_score_gemma":0.004145567,"domain_scores_codex":[0.9946278,0.001927041,0.00169053,0.0002850434,0.0005577583,0.0009118802],"domain_scores_gemma":[0.9967781,0.001070832,0.0008410706,0.0005629683,0.0001749634,0.0005720691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004973763,0.0006917951,0.04649021,0.007504522,0.00004849243,0.000005464672,0.2877831,0.00002437214,0.00005464048,0.1372231,0.1808417,0.3388352],"study_design_scores_gemma":[0.002662385,0.0004326029,0.008910206,0.003382432,0.00001758277,0.00001049091,0.009381709,0.0001757251,0.0001254247,0.002091556,0.9724115,0.0003984192],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6528816,0.006727212,0.04371498,0.09584125,0.02208523,0.006678162,0.002327782,0.0005243107,0.1692195],"genre_scores_gemma":[0.9424933,0.005092891,0.004178827,0.03892177,0.0006103074,0.0005748875,0.0003249385,0.00004140211,0.007761657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7915698,"threshold_uncertainty_score":0.9999526,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216081402","doi":"","title":"Aprendizaje por competencias","year":2012,"lang":"es","type":"article","venue":"L information psychiatrique","topic":"Health and Medical Education","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jean Parratte","is_ca":false},{"name":"Émmanuel Stip","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0345352327458742,"gpt":0.4150357826024309,"spread":0.3805005498565567,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00211122,0.0002817783,0.0003509696,0.0003854023,0.000781089,0.00004514264,0.0002412735,0.0007247088,0.003114088],"category_scores_gemma":[0.0007988887,0.00025867,0.0001218556,0.0005707479,0.00006345127,0.002732201,0.00006555543,0.001283899,0.01584298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291705,"about_ca_system_score_gemma":0.00193374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005680074,"about_ca_topic_score_gemma":0.00001845476,"domain_scores_codex":[0.9958996,0.0005194096,0.001651014,0.0001340855,0.000509557,0.001286298],"domain_scores_gemma":[0.9965745,0.0003075596,0.0008519562,0.0004633745,0.0003061542,0.00149649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001087585,0.0005103818,0.1564044,0.004322572,0.00004456458,1.705809e-7,0.07497774,0.000004959061,0.00000601978,0.1328875,0.5550518,0.07568114],"study_design_scores_gemma":[0.0007827139,0.00007601982,0.1598103,0.0002684694,0.00002869562,0.000005009081,0.008136861,0.000130782,0.000007301061,0.0002017852,0.8303148,0.0002371791],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2587989,0.005120743,0.02568455,0.1229158,0.08936393,0.007098397,0.000544036,0.0009346904,0.489539],"genre_scores_gemma":[0.9370839,0.001155719,0.003761326,0.04955667,0.006129805,0.0002190232,0.0007546022,0.00003194733,0.001307019],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.678285,"threshold_uncertainty_score":0.9999865,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167630538","doi":"","title":"Psychiatrie et connaissance du système nerveux central : quelques aspects historiques","year":2004,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Neurology and Historical Studies","field":"Neuroscience","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","authors":[{"name":"Georges Lantéri-Laura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01554930961689472,"gpt":0.2506328771485603,"spread":0.2350835675316656,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004659651,0.0005755048,0.0005659617,0.0002945904,0.0009384165,0.0002344674,0.0005935557,0.0004890441,0.0002194327],"category_scores_gemma":[0.0005281516,0.0006106438,0.0003239001,0.0007620264,0.0006038832,0.00364459,0.0001020784,0.0009848244,0.0007919662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246636,"about_ca_system_score_gemma":0.0007732534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0013738,"about_ca_topic_score_gemma":0.001036225,"domain_scores_codex":[0.9963012,0.0004074567,0.001231629,0.000530755,0.0005218212,0.001007144],"domain_scores_gemma":[0.9978892,0.0001895704,0.0007834656,0.0005265719,0.0002394186,0.0003718236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002000485,0.0004076455,0.001472178,0.0003965446,0.00003545435,0.00003665229,0.007612698,0.001008508,0.0001080563,0.8714584,0.1163923,0.0008715482],"study_design_scores_gemma":[0.001775402,0.000711261,0.003940688,0.0001387509,0.00005691676,0.0002165263,0.0001314616,0.00006487876,0.000931124,0.06787155,0.9235049,0.0006565292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03124669,0.04377383,0.04017295,0.4771807,0.08291615,0.002552196,0.0004165243,0.001698011,0.320043],"genre_scores_gemma":[0.9453011,0.01019616,0.001360946,0.03911798,0.001732858,0.0001038536,0.00003486842,0.00005061009,0.002101639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9140544,"threshold_uncertainty_score":0.9999861,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907644609","doi":"10.1684/ipe.2018.1882","title":"Le projet Baromètre, un outil numérique et collaboratif. Pertinence et utilité dans le champ de la santé mentale","year":2018,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Pierre-Luc Bossé","is_ca":false},{"name":"Sébastien Carrier","is_ca":false},{"name":"Paul Morin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.024214018608021,"gpt":0.415817646099902,"spread":0.391603627491881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01276711,0.0004388407,0.0004841581,0.000250497,0.001627495,0.0002664976,0.0004200425,0.001166051,0.0006538153],"category_scores_gemma":[0.001130654,0.0004478895,0.0001281821,0.0009140954,0.0003422613,0.004326185,0.0001513001,0.001715881,0.001017168],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003304369,"about_ca_system_score_gemma":0.01108732,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01747792,"about_ca_topic_score_gemma":0.01559373,"domain_scores_codex":[0.983327,0.01295162,0.001940243,0.0003640214,0.0004670052,0.0009501531],"domain_scores_gemma":[0.9954103,0.001226685,0.001391823,0.0007101023,0.0007819124,0.000479161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002430427,0.000412781,0.009649248,0.002239252,0.00008174917,0.000004088645,0.5097166,0.00002038386,0.0001695956,0.3941911,0.07106467,0.01220747],"study_design_scores_gemma":[0.001506838,0.0003481775,0.01129065,0.0006369161,0.000007768193,0.00006695945,0.1609649,0.00141046,0.0002737104,0.004420402,0.8186684,0.0004047896],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1167784,0.002005371,0.05410349,0.2189337,0.006458092,0.004278875,0.001105845,0.000392301,0.5959439],"genre_scores_gemma":[0.963668,0.001528734,0.01033502,0.01862252,0.0009708551,0.0004065732,0.000241697,0.00005674112,0.004169786],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8468897,"threshold_uncertainty_score":0.9997973,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1894248923","doi":"","title":"Quelques systèmes de protection des incapables majeurs dans la CEE, au Québec et aux États-Unis","year":2005,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"E. Marcel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.027645931150711,"gpt":0.3607301678628112,"spread":0.3330842367121002,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004466936,0.0003891234,0.0004551139,0.0002795261,0.002809725,0.00009712212,0.0002708827,0.001503165,0.0003403713],"category_scores_gemma":[0.0009491318,0.000378014,0.0001957046,0.0006026722,0.0004985105,0.003318442,0.00006685522,0.002789914,0.0007200208],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003262222,"about_ca_system_score_gemma":0.01610972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3386659,"about_ca_topic_score_gemma":0.3236853,"domain_scores_codex":[0.9938632,0.00279267,0.001632018,0.0002361733,0.0004274194,0.001048469],"domain_scores_gemma":[0.9972759,0.0004992815,0.0007549822,0.0004274437,0.0005059351,0.0005364172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008461008,0.0002318374,0.01069715,0.006485162,0.00007927483,0.000002007879,0.7583793,0.0005057518,0.00002473278,0.07515421,0.05338021,0.09497575],"study_design_scores_gemma":[0.001675981,0.0003411318,0.0437457,0.001901852,0.00008255146,0.00007700425,0.1603069,0.005278547,0.00005930628,0.00592755,0.7801048,0.0004986927],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6041219,0.002823264,0.07917304,0.2023756,0.002603004,0.003254572,0.0001541368,0.0006416045,0.1048529],"genre_scores_gemma":[0.8979431,0.006835324,0.01999439,0.06228865,0.002644306,0.0007301226,0.0001639498,0.00008686045,0.009313246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7267246,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4229945934","doi":"10.3917/inpsy.8903.0233","title":"De l'hébergement thérapeutique au « Un chez soi d'abord »","year":2013,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Molecular biology; Biology","authors":[{"name":"Gilles Vidon","is_ca":false},{"name":"Jean‐Marc Antoine","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01679796052959604,"gpt":0.3360268147801674,"spread":0.3192288542505714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001381646,0.000373027,0.000528944,0.0002323598,0.001018142,0.0001955783,0.000368612,0.001093291,0.009009025],"category_scores_gemma":[0.0001053975,0.0003790696,0.000200877,0.0005434842,0.0001212416,0.002720592,0.0001285831,0.001171121,0.009555232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007004418,"about_ca_system_score_gemma":0.001747574,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02150996,"about_ca_topic_score_gemma":0.004360175,"domain_scores_codex":[0.9959589,0.0008831433,0.001441373,0.0001984292,0.0003445905,0.001173539],"domain_scores_gemma":[0.997678,0.0001979091,0.0006848148,0.0004477823,0.0005243481,0.0004671534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003250396,0.0003114977,0.04201728,0.0019144,0.0001764149,0.000001114638,0.4035594,0.0001498739,0.00001370827,0.3145514,0.03839908,0.1988733],"study_design_scores_gemma":[0.001251078,0.0001197624,0.08197361,0.0003343039,0.00006101309,9.432021e-7,0.1241461,0.001625324,0.00009247021,0.02271255,0.7671296,0.0005532622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6346446,0.003059803,0.03861148,0.08740126,0.01403616,0.004328903,0.0001539555,0.0004534964,0.2173104],"genre_scores_gemma":[0.9747694,0.002638682,0.003894709,0.006983123,0.001782,0.000741908,0.0001619879,0.00004454925,0.008983706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7287305,"threshold_uncertainty_score":0.9998661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1837928178","doi":"","title":"Définitions croisées 1","year":2004,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Historical Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Ethnology; Metis; French; Art; History","authors":[{"name":"Hélène Péras","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01264823921656786,"gpt":0.2339001507432246,"spread":0.2212519115266568,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001205231,0.0001916203,0.0001756407,0.0001582515,0.0009820458,0.0003058017,0.0001247511,0.0001089401,0.001950971],"category_scores_gemma":[0.0001182696,0.0001899077,0.0001468061,0.00009491149,0.000274223,0.0007022685,0.00003031061,0.0002540053,0.002610144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705199,"about_ca_system_score_gemma":0.0001235797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002216397,"about_ca_topic_score_gemma":0.001066501,"domain_scores_codex":[0.99888,0.00002015648,0.0005309384,0.00009796493,0.0001815274,0.0002893654],"domain_scores_gemma":[0.9991871,0.00003645524,0.0001817865,0.000184202,0.0003028593,0.0001075623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005915313,0.00009024842,0.000005063685,0.0001271178,0.00003590736,0.000002316721,0.04736184,0.0001947271,2.380642e-7,0.9085574,0.04170273,0.001916548],"study_design_scores_gemma":[0.0004760008,0.000110069,0.00005062375,0.0000831598,0.00004159257,0.000006566555,0.004754047,0.0000177727,0.000004675006,0.04024854,0.9539678,0.0002391756],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005761124,0.009938615,0.006579088,0.02129526,0.01199653,0.0002566829,0.000759027,0.0001452235,0.9484535],"genre_scores_gemma":[0.7205529,0.01009855,0.01988096,0.0234487,0.02713946,0.0002594178,0.001239216,0.0001205731,0.1972602],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9122651,"threshold_uncertainty_score":0.9989614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4366965499","doi":"10.1684/ipe.2022.2436","title":"Innovations et modifications clés des descriptions cliniques et exigences pour le diagnostic du chapitre sur les troubles mentaux, comportementaux et neurodéveloppementaux de la CIM-11 de l’OMS","year":2022,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Cary S. Kogan","is_ca":true},{"name":"Jean Grenier","is_ca":true},{"name":"Sabrina Paterniti","is_ca":true},{"name":"Tahilia J. Rebello","is_ca":false},{"name":"Brigitte Khoury","is_ca":false},{"name":"Anne M. Lovell","is_ca":false},{"name":"Anne‐Claire Stona","is_ca":false},{"name":"Geoffrey M. Reed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07518915582848004,"gpt":0.3887583493711623,"spread":0.3135691935426823,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003179373,0.0004863802,0.0003899431,0.0006899674,0.002439546,0.0004379884,0.0005987943,0.0002384168,0.002029472],"category_scores_gemma":[0.000174671,0.0005694305,0.0002003787,0.00106453,0.0003389521,0.002593043,0.0002080097,0.0008308874,0.0001135107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007647656,"about_ca_system_score_gemma":0.001404707,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02106896,"about_ca_topic_score_gemma":0.007519201,"domain_scores_codex":[0.9938598,0.002749183,0.00176124,0.000421558,0.0004292348,0.0007790206],"domain_scores_gemma":[0.9968019,0.001150083,0.001041234,0.0004857258,0.0002626352,0.0002584823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001188181,0.004206493,0.2162515,0.0003622194,0.0002089521,0.00001122933,0.04390195,0.00372151,0.00007173032,0.5890406,0.1293957,0.01270926],"study_design_scores_gemma":[0.006656097,0.000867759,0.4248433,0.0002860408,0.0002604145,0.0003383646,0.08127414,0.004786253,0.0002057493,0.04025674,0.4391049,0.001120293],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7499035,0.002461717,0.05735981,0.1632892,0.002375632,0.00264867,0.001878465,0.000369647,0.0197133],"genre_scores_gemma":[0.9569287,0.004178974,0.01333745,0.01802234,0.0001557406,0.002737819,0.00293205,0.00005912676,0.001647776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5487839,"threshold_uncertainty_score":0.9996757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990995475","doi":"10.1684/ipe.2010.0688","title":"Psychiatrie et Facebook : illustration de l'utilisation des sites sociaux au lendemain d'un trauma","year":2010,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Political science; Philosophy; Art","authors":[{"name":"Christophe F. Herbert","is_ca":true},{"name":"Alain Brunet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08430963264753552,"gpt":0.3793234778464792,"spread":0.2950138451989437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004635672,0.0003887559,0.0003280386,0.0003404439,0.001818987,0.0003651501,0.0004234366,0.001178439,0.00163707],"category_scores_gemma":[0.002013894,0.0004788567,0.0002321177,0.001143575,0.0009033921,0.005243741,0.00002868692,0.001249801,0.0008749267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193136,"about_ca_system_score_gemma":0.0043148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009360551,"about_ca_topic_score_gemma":0.04879635,"domain_scores_codex":[0.995597,0.00103924,0.001300833,0.0003061202,0.0007299291,0.001026857],"domain_scores_gemma":[0.9964936,0.001033861,0.00101744,0.0003618801,0.0005500147,0.0005431622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003618453,0.0002129675,0.03870558,0.0003301417,0.00003597125,1.832736e-7,0.3144695,0.00007073864,0.00007661322,0.3480882,0.006720103,0.2912538],"study_design_scores_gemma":[0.001252595,0.0002264698,0.1941367,0.0001063985,0.0001157732,0.0000158997,0.04723093,0.001312881,0.000400854,0.1287868,0.6256052,0.0008095495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173364,0.0004366282,0.01265136,0.09277602,0.03282494,0.003955424,0.00009272045,0.0003320356,0.03959442],"genre_scores_gemma":[0.9546311,0.001080709,0.03101033,0.004393208,0.006244049,0.001454049,0.0003823958,0.00005004491,0.000754055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.618885,"threshold_uncertainty_score":0.999903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010936739","doi":"10.1684/ipe.2011.0811","title":"À propos d'une approche médicojudiciaire des auteurs de violences intrafamiliales : l'expérience douaisienne","year":2011,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","authors":[{"name":"Pierre Le Runigo","is_ca":false},{"name":"Benoît Laurie","is_ca":false},{"name":"Caroline Allouchery","is_ca":false},{"name":"Guillaume Cnudde","is_ca":false},{"name":"Jacques Louvrier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03948617189421158,"gpt":0.3325505245317162,"spread":0.2930643526375046,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004013847,0.0004392212,0.0005309862,0.0002343541,0.00159612,0.00004543159,0.000585605,0.001767777,0.0008455461],"category_scores_gemma":[0.0007990007,0.0003991885,0.0001975541,0.001276647,0.0009812406,0.002883822,0.0001045729,0.002933735,0.001178897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253104,"about_ca_system_score_gemma":0.003146913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01236857,"about_ca_topic_score_gemma":0.001573818,"domain_scores_codex":[0.9945779,0.00116872,0.001892455,0.000339934,0.0005098658,0.001511079],"domain_scores_gemma":[0.9968261,0.0003473059,0.0008897005,0.0005588648,0.0005744149,0.0008036508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001019472,0.0002623987,0.01213777,0.00370939,0.00004633759,0.000004727184,0.7717149,0.00001365259,0.00001114807,0.02958669,0.06253319,0.1198779],"study_design_scores_gemma":[0.002270831,0.001163434,0.06669638,0.003535915,0.0001355109,0.0000779525,0.533875,0.002179872,0.000130592,0.0351882,0.3538792,0.0008670968],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7681587,0.005278839,0.07389155,0.03002113,0.01309922,0.004194767,0.000119718,0.000651794,0.1045843],"genre_scores_gemma":[0.8486131,0.01938427,0.08057816,0.04416313,0.002601223,0.0006439522,0.0001560863,0.00007818401,0.00378194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.291346,"threshold_uncertainty_score":0.999846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2147147451","doi":"","title":"Soins ambulatoires sous contrainte : La situation au Québec","year":2005,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Jean Parratte","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01892263418792534,"gpt":0.3529472019106266,"spread":0.3340245677227013,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003305887,0.0003273719,0.0004384312,0.000206894,0.001270507,0.0000570138,0.0002247383,0.001729832,0.00105673],"category_scores_gemma":[0.0007315513,0.0003221561,0.0002239632,0.0003830112,0.0001999392,0.002271004,0.00004957617,0.002648654,0.00408014],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521572,"about_ca_system_score_gemma":0.01342309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09999165,"about_ca_topic_score_gemma":0.2164771,"domain_scores_codex":[0.9953541,0.001244437,0.00181672,0.0002074941,0.0004637626,0.0009135411],"domain_scores_gemma":[0.9970394,0.001030593,0.0005570931,0.0004520653,0.0004085551,0.0005122609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005654987,0.0001558836,0.002855799,0.001192163,0.00006396138,8.269879e-7,0.4530052,0.0004650787,0.000005329575,0.04269055,0.2745706,0.224938],"study_design_scores_gemma":[0.002207509,0.0001391145,0.01145386,0.0004072214,0.00005143343,0.00001651535,0.04011074,0.008206557,0.000006310946,0.0004425744,0.936666,0.000292234],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2446101,0.003260382,0.0681982,0.5383074,0.007596691,0.002905391,0.0001937039,0.0004642169,0.1344639],"genre_scores_gemma":[0.909529,0.001595607,0.003782119,0.07174007,0.004655505,0.000117889,0.0002119884,0.00004076136,0.008327027],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.664919,"threshold_uncertainty_score":0.9999231,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916353139","doi":"","title":"Peer support in mental health: The experience in Quebec and in France","year":2016,"lang":"en","type":"article","venue":"L information psychiatrique","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mental health; Psychology; Geography; Psychiatry","authors":[{"name":"Guylaine Cloutier","is_ca":false},{"name":"Philippe Maugiron","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07342765755432674,"gpt":0.4071633360504526,"spread":0.3337356784961258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001282344,0.0001010748,0.0001451979,0.0001986072,0.0001872774,0.000007526436,0.000113348,0.00009027161,0.0001831602],"category_scores_gemma":[0.00002198382,0.00006189946,0.00001380842,0.0002560827,0.00003592172,0.0008313219,0.0000443602,0.000275299,0.000139067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003536396,"about_ca_system_score_gemma":0.0003311012,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.024637,"about_ca_topic_score_gemma":0.153526,"domain_scores_codex":[0.9979565,0.0002414545,0.001016538,0.0001109609,0.0002512177,0.0004233131],"domain_scores_gemma":[0.9993516,0.0001078937,0.0002462319,0.0001588068,0.00003540845,0.0001000612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006823192,0.00004205239,0.8319045,0.0002574595,5.287671e-7,1.951551e-7,0.1456153,0.000002028692,0.000003124582,0.001322941,0.005477225,0.01530643],"study_design_scores_gemma":[0.003384747,0.0001214174,0.4398479,0.0007692338,2.365343e-7,7.770922e-7,0.03167162,0.0001103962,0.00001067071,0.000383085,0.5235577,0.000142183],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9485145,0.00012465,0.0001261801,0.04547334,0.0008419607,0.001867344,0.00004182579,0.00001754259,0.002992693],"genre_scores_gemma":[0.9739073,0.0004185491,0.0001912401,0.02232931,0.00004444143,0.0005436554,0.00007929516,0.000005687395,0.002480545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5180805,"threshold_uncertainty_score":0.981858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3046267119","doi":"","title":"Emergent psychotic disorders: Care in a specialized treatment center? The issue of providing care and intersectorality","year":2019,"lang":"en","type":"article","venue":"L information psychiatrique","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Christian ministry; Social care; Health care; Social Welfare; Psychiatry; Nursing; Psychology; Political science; Medicine","authors":[{"name":"Ijsbrand Visser","is_ca":false},{"name":"Joséphine Caubel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01191535785800842,"gpt":0.2646096550432111,"spread":0.2526942971852027,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007987877,0.0001401436,0.000173373,0.0001213538,0.0001235431,0.00006058312,0.00009867654,0.00004145119,0.0007765034],"category_scores_gemma":[0.000002143179,0.0000957108,0.00007389492,0.00005616187,0.00004307655,0.0003998836,0.0000158575,0.00008877552,0.00006034507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009096916,"about_ca_system_score_gemma":0.0000511198,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00167624,"about_ca_topic_score_gemma":0.02175924,"domain_scores_codex":[0.9990476,0.00006162716,0.0004924011,0.0001061523,0.0001208715,0.0001713478],"domain_scores_gemma":[0.9994845,0.00001673967,0.0001986476,0.0002016912,0.00004864349,0.00004974036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000487831,0.0001533807,0.07472908,0.002252324,0.00003122553,6.829617e-8,0.8431779,0.00001542776,0.000001974242,0.03946991,0.002127068,0.03755382],"study_design_scores_gemma":[0.002584211,0.0008168363,0.003061251,0.0001216076,0.00001151199,8.248303e-7,0.2456349,0.00005624401,0.00001833188,0.0004685335,0.7470601,0.0001656599],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8994539,0.001823167,0.00001138508,0.001728073,0.003680245,0.001916698,0.0001503846,0.00003163415,0.09120451],"genre_scores_gemma":[0.9985005,0.0003019192,0.00006350568,0.0006161038,0.0001916153,0.00005254933,0.0001139641,0.000007025282,0.0001528164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.744933,"threshold_uncertainty_score":0.9960911,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915173868","doi":"","title":"“Burnout” or work-fatigue syndrome in doctors and other hospital staff","year":2018,"lang":"en","type":"article","venue":"L information psychiatrique","topic":"Workplace Health and Well-being","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Burnout; Distress; Work (physics); Medicine; Professional psychology; Quarter (Canadian coin); Depression (economics); Nursing; Occupational burnout; Health care; Psychiatry; Psychology; Clinical psychology; Emotional exhaustion","authors":[{"name":"Gérard Shadili","is_ca":false},{"name":"Danièle Goumard","is_ca":false},{"name":"Jean-Pierre Provoost","is_ca":false},{"name":"Gilles Le Pallec","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02053743770959422,"gpt":0.3556701244745256,"spread":0.3351326867649314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007611559,0.0001773868,0.0002296236,0.0003290367,0.0004632242,0.00003401903,0.0001316056,0.0003073066,0.0007370889],"category_scores_gemma":[0.0001214046,0.0001418217,0.000030053,0.0006170192,0.00006411337,0.0008775045,0.00005393508,0.0005726696,0.0007428604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082662,"about_ca_system_score_gemma":0.0002966031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003355466,"about_ca_topic_score_gemma":0.0006307428,"domain_scores_codex":[0.9979593,0.0001764335,0.0009608306,0.000150652,0.0001844018,0.0005683759],"domain_scores_gemma":[0.9989029,0.0001866308,0.0003414434,0.0002515565,0.0001023413,0.0002150954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004921255,0.0001020499,0.8729101,0.0007389285,0.00001973308,0.00000403375,0.06873397,0.00001690972,6.696982e-7,0.011819,0.0373976,0.007764894],"study_design_scores_gemma":[0.005260158,0.001295314,0.3275027,0.00165953,0.00001557278,0.00001890874,0.01680058,0.0003921415,0.000007968647,0.002982519,0.6432729,0.000791676],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956128,0.00006272548,0.00150575,0.004681517,0.002308958,0.001505127,0.0000185087,0.0001621746,0.03362726],"genre_scores_gemma":[0.9919482,0.00006705148,0.00144964,0.005155272,0.0003280996,0.0001428694,0.00002052761,0.00002053014,0.0008677775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6058754,"threshold_uncertainty_score":0.9548215,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1495424960","doi":"","title":"Fil rouge franco-québécois : Le métier de psychiatre","year":2003,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Baton rouge; ROUGE; Political science","authors":[{"name":"Pierre Faraggi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01489599072432918,"gpt":0.32925761522804,"spread":0.3143616245037109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.004649973,0.0004662942,0.0005903469,0.0002508546,0.001488616,0.00006111788,0.0003310477,0.002647495,0.003271739],"category_scores_gemma":[0.0007927266,0.0004832566,0.000339666,0.0009687499,0.0001527723,0.002120075,0.00003819549,0.004125784,0.003422708],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005645653,"about_ca_system_score_gemma":0.01060236,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01488833,"about_ca_topic_score_gemma":0.00716277,"domain_scores_codex":[0.9931261,0.002484036,0.002040689,0.0003118093,0.0005118838,0.001525505],"domain_scores_gemma":[0.9966249,0.000494114,0.000812666,0.000788989,0.0004330335,0.0008462715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003366697,0.000226424,0.007856675,0.002142647,0.00006087029,0.000001451805,0.1465122,0.00008498404,0.000001587752,0.2070973,0.6206662,0.01531602],"study_design_scores_gemma":[0.002716425,0.0001888438,0.004547974,0.0003977319,0.00004567748,0.0000243207,0.07491427,0.0005313232,0.000007447581,0.006518342,0.909685,0.0004226405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.07604437,0.01549777,0.1030213,0.1848551,0.03512037,0.00382138,0.0003862853,0.0005393584,0.5807142],"genre_scores_gemma":[0.4021107,0.01585501,0.09342307,0.4153159,0.007673825,0.0007412707,0.0005798209,0.0002468918,0.06405349],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5166607,"threshold_uncertainty_score":0.9998113,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796368768","doi":"10.1684/ipe.2018.1754","title":"Les effets indésirables des antipsychotiques chez l’enfant et l’adolescent et leur surveillance","year":2018,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Gynecology; Medicine; Art","authors":[{"name":"Elisa Bousquet","is_ca":false},{"name":"Diane Purper‐Ouakil","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02772397764374357,"gpt":0.3453811194332174,"spread":0.3176571417894738,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001788396,0.0005068775,0.0005155038,0.000448794,0.0003553371,0.0003107928,0.0002828649,0.0003894157,0.0006714467],"category_scores_gemma":[0.0002687084,0.0004417682,0.0002341616,0.000629134,0.0005457069,0.001661498,0.00008964039,0.0007518858,0.001673706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003598103,"about_ca_system_score_gemma":0.0007500995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001671329,"about_ca_topic_score_gemma":0.004948969,"domain_scores_codex":[0.9964221,0.0006502166,0.0009569325,0.0003479771,0.0006735862,0.0009492576],"domain_scores_gemma":[0.9977013,0.0001799027,0.0003768066,0.0006310422,0.0006531718,0.0004577666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01001863,0.002212434,0.5667191,0.00314271,0.0007686121,0.00004215932,0.01397626,0.00006972394,0.0002325369,0.1089077,0.05707964,0.2368305],"study_design_scores_gemma":[0.008445514,0.002207174,0.8262537,0.001795298,0.00006648125,0.0002189831,0.0007372091,0.0009704906,0.002265864,0.003867168,0.1525837,0.0005885384],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8602279,0.01914674,0.01825415,0.03749929,0.005552737,0.002681598,0.0004798585,0.0004880975,0.05566962],"genre_scores_gemma":[0.9721854,0.01350486,0.008368591,0.003636727,0.001017806,0.00007564486,0.0003954711,0.00004678594,0.0007686978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2595346,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1779603678","doi":"","title":"Le métissage dans un contexte de guerre: humiliation et identité","year":2004,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humiliation; Humanities; Ethnology; Art; Philosophy; Political science; History; Law","authors":[{"name":"Kim Lefevre","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008316603071302872,"gpt":0.2676141087448065,"spread":0.2592975056735036,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009720151,0.0001975101,0.0001977911,0.00007164065,0.001866566,0.0001424394,0.0002417803,0.0002669516,0.0001361368],"category_scores_gemma":[0.0001154697,0.000221247,0.0001691372,0.0005224213,0.0003412629,0.00363251,0.00003391588,0.0003115381,0.000631793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567459,"about_ca_system_score_gemma":0.0005898837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003677156,"about_ca_topic_score_gemma":0.01584727,"domain_scores_codex":[0.9983496,0.0002641897,0.000544249,0.0001422793,0.0003406723,0.0003590037],"domain_scores_gemma":[0.9991226,0.00001412419,0.0003710563,0.0001795697,0.0001799193,0.000132773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009428708,0.00007207855,0.0001523378,0.00005243081,0.0000348875,0.000001024129,0.3333397,0.0006924401,0.00002204648,0.6572862,0.004276294,0.004061156],"study_design_scores_gemma":[0.001379528,0.00009850453,0.003141059,0.000118908,0.00005564473,0.00001541328,0.1348098,0.00003114273,0.0001099203,0.08746373,0.7723897,0.0003865786],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03885346,0.007510779,0.1181353,0.1175218,0.008525465,0.0009414321,0.0001028759,0.0003109186,0.7080979],"genre_scores_gemma":[0.9870646,0.0009647424,0.00198297,0.003966981,0.0004027704,0.00005206268,0.0000602552,0.00001134586,0.005494301],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9482111,"threshold_uncertainty_score":0.9994329,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1701833831","doi":"","title":"Droit et santé mentale : un tournant ?","year":2005,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Sociology","authors":[{"name":"Gérard Rossinelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01516345078022284,"gpt":0.3711258371041486,"spread":0.3559623863239258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00391249,0.0002888332,0.0003969758,0.0001711464,0.0008303709,0.00004473579,0.0002536718,0.001298443,0.005629979],"category_scores_gemma":[0.000293904,0.0002819419,0.0001974608,0.0004566071,0.00008449938,0.002680358,0.00007424834,0.00305981,0.006201193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006125498,"about_ca_system_score_gemma":0.001729317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006257594,"about_ca_topic_score_gemma":0.0006595773,"domain_scores_codex":[0.9955469,0.001067859,0.001804328,0.0001856743,0.0004934852,0.0009017261],"domain_scores_gemma":[0.9975621,0.0004723915,0.0007292536,0.000456836,0.0002412215,0.0005381814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003559935,0.0002130986,0.0009486846,0.001004132,0.00005250183,0.000001261462,0.1754811,0.00008082071,0.000004956624,0.08852669,0.5015861,0.232065],"study_design_scores_gemma":[0.002183951,0.0001758678,0.005007043,0.0004563709,0.00003701891,0.00002396567,0.04601682,0.002535261,0.00002207518,0.001672707,0.9415876,0.000281299],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1584582,0.007041598,0.03694966,0.4966881,0.01500753,0.003320285,0.0003544664,0.000377014,0.2818032],"genre_scores_gemma":[0.4978566,0.02330936,0.04030511,0.4091783,0.007222074,0.0001843527,0.0003752798,0.00007292072,0.02149596],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4400015,"threshold_uncertainty_score":0.9999981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212930202","doi":"","title":"Las herramientas de evaluación del riesgo de violencia : ventajas y límites","year":2012,"lang":"es","type":"article","venue":"L information psychiatrique","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Psychology","authors":[{"name":"Frédéric Millaud","is_ca":false},{"name":"Jean-Luc Dubreucq","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05138264292124179,"gpt":0.4480356193165365,"spread":0.3966529763952947,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.009350832,0.0004154183,0.0003976759,0.0007182719,0.0005897859,0.000936804,0.0008278687,0.0003980611,0.004564418],"category_scores_gemma":[0.000834563,0.000370362,0.0002990926,0.001230619,0.0001312235,0.006953337,0.0001612406,0.000539988,0.007584969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006049992,"about_ca_system_score_gemma":0.001445756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298062,"about_ca_topic_score_gemma":0.00004272191,"domain_scores_codex":[0.9942199,0.0006199643,0.001756002,0.0002666523,0.002053,0.001084483],"domain_scores_gemma":[0.9964048,0.0004083373,0.001045877,0.0007975194,0.0007428715,0.0006005414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001521245,0.00040718,0.8036056,0.0001403673,0.0000897052,5.092624e-7,0.02130101,0.00264795,0.0001447841,0.05905471,0.04468622,0.0677698],"study_design_scores_gemma":[0.001534341,0.0002638688,0.378713,0.0001723335,0.0001043816,0.00006098228,0.007566219,0.03999425,0.001134993,0.008179585,0.5616015,0.0006744955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9022913,0.001740328,0.03587608,0.005492811,0.004540679,0.001105208,0.0001322811,0.0001872294,0.04863411],"genre_scores_gemma":[0.9833072,0.0008166203,0.007323123,0.006950418,0.0007706882,0.000111161,0.000124969,0.00002282241,0.0005729707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5169153,"threshold_uncertainty_score":0.9998748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1511954742","doi":"","title":"Le regard français sur le phénomène eurasien en indochine française à travers les sources littéraires (1858-1954)","year":2004,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art","authors":[{"name":"Alain Ruscio","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008347198429488159,"gpt":0.1887343443224965,"spread":0.1803871458930084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0003012907,0.0004500783,0.0006112701,0.0002255357,0.005809866,0.0004540807,0.0003977098,0.0003405496,0.0004876874],"category_scores_gemma":[0.00008059423,0.0004179893,0.0006204945,0.0003086178,0.0004928004,0.002307632,0.00008225226,0.0006073469,0.0004960764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006038888,"about_ca_system_score_gemma":0.0002626764,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1698335,"about_ca_topic_score_gemma":0.06746215,"domain_scores_codex":[0.9974597,0.0001197242,0.00109356,0.0002863957,0.0004686473,0.0005719772],"domain_scores_gemma":[0.9985644,0.00008701465,0.0004663297,0.0002920039,0.0003608057,0.0002294767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000921816,0.0004279282,0.0003930257,0.0003986621,0.0004802858,0.000004359308,0.6018447,0.00338613,0.000005220078,0.3291603,0.03391652,0.02989063],"study_design_scores_gemma":[0.002434817,0.0001909809,0.001271834,0.00009936767,0.0001278892,0.000006543522,0.0223251,0.0001086172,0.00002894482,0.003719642,0.9691,0.0005862751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5841383,0.01734838,0.002166005,0.3584294,0.00242621,0.0006686065,0.0002971704,0.0003180366,0.03420795],"genre_scores_gemma":[0.9651506,0.00677355,0.0005409653,0.001846373,0.002044285,0.00006345345,0.0002146331,0.00004162711,0.02332453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9351835,"threshold_uncertainty_score":0.9998272,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2810549763","doi":"","title":"Regarding a medicolegal approach of the authors to domestic violence: The Douai's experience","year":2011,"lang":"en","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Praxis; Jurisdiction; Nursing; Economic Justice; Sociology; Law; Political science; Medicine","authors":[{"name":"Pierre Le Runigo","is_ca":false},{"name":"Benoît Laurie","is_ca":false},{"name":"Caroline Allouchery","is_ca":false},{"name":"Guillaume Cnudde","is_ca":false},{"name":"Jacques Louvrier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04604629745068044,"gpt":0.3790273188289603,"spread":0.3329810213782799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002396408,0.0001232689,0.0001977748,0.00007113298,0.0008468335,0.000009233552,0.0005293396,0.0003147774,0.0001117674],"category_scores_gemma":[0.0008362328,0.00006311281,0.00009433777,0.0006620865,0.0001156284,0.0005121651,0.0001061565,0.001143225,0.00007309756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007651877,"about_ca_system_score_gemma":0.0007048834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004582317,"about_ca_topic_score_gemma":0.00003489832,"domain_scores_codex":[0.9976759,0.0004977033,0.0009044148,0.0001130061,0.0004382292,0.0003707241],"domain_scores_gemma":[0.9983746,0.0002564475,0.0004319992,0.0005467331,0.0002149052,0.0001752933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005271302,0.00003980314,0.01291997,0.0004284511,0.00001485038,1.157325e-7,0.9325887,0.00002279037,0.000009306773,0.03183826,0.01517347,0.006911587],"study_design_scores_gemma":[0.0019946,0.0002533162,0.1313886,0.001504305,0.00004953931,0.00001588993,0.6452194,0.001656326,0.000103545,0.002691043,0.2147421,0.0003813031],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7949267,0.0000993688,0.0340448,0.00760409,0.004992311,0.003919521,0.00001983061,0.000139782,0.1542536],"genre_scores_gemma":[0.9797655,0.00006734989,0.003039006,0.01628638,0.0002449031,0.0003955048,0.000003891595,0.000007952071,0.0001894693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2873693,"threshold_uncertainty_score":0.6513245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3119490488","doi":"","title":"A Better dissemination of knowledge and experience of early intervention in psychiatric disorders: The creation of a French-speaking branch of the IEPA","year":2019,"lang":"en","type":"article","venue":"L information psychiatrique","topic":"Child Nutrition and Feeding Issues","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Internship; Mental health; Psychology; Psychiatry; Medical education; Public relations; Medicine; Political science","authors":[{"name":"Philippe Conus","is_ca":false},{"name":"Amal Abdel Baki","is_ca":false},{"name":"Marie‐Odile Krebs","is_ca":false},{"name":"Marco Armando","is_ca":false},{"name":"Julie Bourgin","is_ca":false},{"name":"Frédéric Haesebaert","is_ca":false},{"name":"Cynthia Delfosse","is_ca":false},{"name":"Frédérique Nadeau-Marcotte","is_ca":false},{"name":"Logos Curtis","is_ca":false},{"name":"Alessandra Solida","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005547205748457057,"gpt":0.2793988157428773,"spread":0.2738516099944202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002534371,0.00007286082,0.0001858217,0.0002563933,0.00001777325,0.000005822046,0.00009039053,0.00006402595,0.00003122143],"category_scores_gemma":[0.00007117479,0.00004819751,0.0001005947,0.000515195,0.00007838178,0.000367876,0.00002505344,0.00009789065,0.000001112247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001293589,"about_ca_system_score_gemma":0.00001607154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002164004,"about_ca_topic_score_gemma":0.0001065206,"domain_scores_codex":[0.9989875,0.0000429173,0.0006720315,0.00006439626,0.0001717004,0.00006145886],"domain_scores_gemma":[0.9990169,0.00006934062,0.0005669741,0.0001857376,0.0001476201,0.00001335747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367452,0.0002653359,0.9301469,0.001140229,0.0000155755,4.525404e-9,0.05170912,0.000007223436,0.001956274,0.001490666,0.0001178679,0.013014],"study_design_scores_gemma":[0.001189008,0.0002482135,0.9902755,0.0009148062,0.00002160162,0.000001953395,0.001800081,0.0005229845,0.00415105,0.0004663146,0.0003598477,0.00004861313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944373,0.0004403138,0.0007961229,0.0007272838,0.0001796519,0.0006068894,0.000008308499,0.000005601823,0.002798541],"genre_scores_gemma":[0.9995688,0.0001119467,0.0002159022,0.000030024,0.00001902944,0.00001100074,0.00001088909,0.000003706336,0.00002865946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06012857,"threshold_uncertainty_score":0.1965438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1929467958","doi":"","title":"Polypharmacie en psychiatrie : nouvelles tendances, vieilles mœurs","year":2005,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Psychology; Philosophy","authors":[{"name":"Christian L. Shriqui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03060456706496635,"gpt":0.3624431919179555,"spread":0.3318386248529892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009598625,0.000567339,0.0005678543,0.0004301746,0.0003284847,0.0001945435,0.0003957301,0.0004776477,0.005237372],"category_scores_gemma":[0.000229674,0.0005296171,0.0004132716,0.0007107137,0.000185431,0.004843637,0.00009835884,0.00122423,0.007984391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003242581,"about_ca_system_score_gemma":0.0006815552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001097666,"about_ca_topic_score_gemma":0.00004656588,"domain_scores_codex":[0.9960268,0.000280191,0.001616175,0.0003287412,0.0007408661,0.001007209],"domain_scores_gemma":[0.9973778,0.0004224197,0.0007248446,0.0005083402,0.0002227509,0.0007438661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001188611,0.001300259,0.03282551,0.002623154,0.0006081363,0.000007186872,0.009447571,0.001864481,0.00007047218,0.03336548,0.3065773,0.6101218],"study_design_scores_gemma":[0.004366296,0.0003309944,0.003645702,0.0003191431,0.000395412,0.0001542253,0.001982971,0.01282339,0.0003978087,0.0002627442,0.9747297,0.0005916402],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0628815,0.1562929,0.01222031,0.4453929,0.04852007,0.004215587,0.0008619947,0.0007412719,0.2688735],"genre_scores_gemma":[0.7348208,0.07507859,0.03795268,0.1070192,0.0185381,0.0001731762,0.0007680444,0.0001473006,0.02550201],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6719394,"threshold_uncertainty_score":0.9997156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2472632079","doi":"","title":"Les centres de traitement et cliniques spécialisées du Centre Hospitalier Robert-Giffard : L'avenir des institutions psychiatriques au Québec.","year":2000,"lang":"fr","type":"article","venue":"L information psychiatrique","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Medicine; Art","authors":[{"name":"Cardinal","is_ca":false},{"name":"Villeneuve","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03548556036408253,"gpt":0.3777418747186474,"spread":0.3422563143545649,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.003227728,0.000678005,0.0007655292,0.0002983867,0.002825698,0.00015409,0.0004796973,0.001936619,0.006273598],"category_scores_gemma":[0.0004714512,0.0006568985,0.0005340988,0.0006658683,0.0005800902,0.002914611,0.00007142167,0.002615364,0.0009157856],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002408082,"about_ca_system_score_gemma":0.01523054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3409491,"about_ca_topic_score_gemma":0.4712884,"domain_scores_codex":[0.9918891,0.002617594,0.002806475,0.0004346434,0.0005987571,0.001653447],"domain_scores_gemma":[0.9964018,0.0006039022,0.0008099002,0.0006451338,0.0005798924,0.0009593865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001520992,0.0006663107,0.0808954,0.002377812,0.0001584457,0.000003091201,0.4941208,0.0004078254,9.541816e-7,0.0615894,0.2077716,0.1518562],"study_design_scores_gemma":[0.001953878,0.0003226655,0.05574298,0.001277572,0.0001357086,0.00001667065,0.04766217,0.0003993615,0.00000717262,0.001815617,0.8900901,0.0005761225],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.600285,0.005253109,0.008435233,0.2372115,0.00492691,0.00301586,0.0007361846,0.0006177852,0.1395184],"genre_scores_gemma":[0.7754777,0.06513955,0.0366682,0.09559407,0.007449284,0.0002898281,0.001272517,0.0001526276,0.01795623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6823184,"threshold_uncertainty_score":0.9998621,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}