{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":4,"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":"202022497b2e","filters":{"venue":"Cahiers de Santé"}},"results":[{"id":"W1839661185","doi":"10.1684/san.2009.0161","title":"Débats et défis autour de la gratuité des soins en Afrique: «retour vers le futur»?","year":2009,"lang":"fr","type":"article","venue":"Cahiers de Santé","topic":"Healthcare Systems and Reforms","field":"Economics, Econometrics and Finance","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Payment; Temptation; Political science; Public health; Health care; Welfare economics; Business; Public administration; Nursing; Medicine; Economics; Law; Psychology; Finance","authors":[{"name":"Valéry Ridde","is_ca":true},{"name":"Karl Blanchet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01155528614731395,"gpt":0.2622626831989878,"spread":0.2507073970516739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01276418,0.0004242043,0.0006261292,0.001903259,0.003444703,0.01005031,0.001199618,0.005541016,0.005233449],"category_scores_gemma":[0.02993642,0.0002362162,0.0003539376,0.003113983,0.01499516,0.009767517,0.002406131,0.006652932,0.00057041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092579,"about_ca_system_score_gemma":0.005938251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05229989,"about_ca_topic_score_gemma":0.04000222,"domain_scores_codex":[0.9911671,0.005056837,0.0003995245,0.0005725812,0.001883479,0.0009205074],"domain_scores_gemma":[0.987677,0.0083279,0.001664708,0.0003701708,0.001605314,0.0003548824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004021841,0.00001189162,0.00212357,0.00006610942,0.00001272822,0.00009382881,0.004870737,0.0002556839,0.00005604431,0.9504664,0.01645389,0.02554893],"study_design_scores_gemma":[0.0000366485,0.00005256473,0.01390967,0.001002609,0.00002129013,0.0005511772,0.01089657,0.001297799,0.0003414008,0.5538965,0.4178914,0.0001023363],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0474465,0.1232769,0.005297504,0.7462441,0.001805212,0.0000155554,0.0002157453,0.00003713972,0.07566135],"genre_scores_gemma":[0.914207,0.04323402,0.002479243,0.01996993,0.004197682,0.00003904873,0.00009981386,0.00005139178,0.01572186],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05229989,"threshold_uncertainty_score":0.1039909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1953460913","doi":"10.1684/san.2008.0122","title":"Enquête sur le transfert de connaissances concernant le paludisme par les professionnels de la santé aux consultants dans la région de Nouna au Burkina Faso","year":2008,"lang":"fr","type":"article","venue":"Cahiers de Santé","topic":"Global Maternal and Child Health","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 de Montréal; Dalhousie University","funders":"","keywords":"Malaria; Medicine; Health professionals; Family medicine; Pediatrics; Environmental health; Nursing; Health care; Political science; Immunology","authors":[{"name":"Marylène Dugas","is_ca":true},{"name":"Éric Dubé","is_ca":false},{"name":"Bocar Kouyaté","is_ca":false},{"name":"Gilles Bibeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01793727414491739,"gpt":0.3028331859299592,"spread":0.2848959117850418,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006517662,0.0002483984,0.0002533312,0.0009711426,0.003863129,0.002566928,0.0005422705,0.002067693,0.004562372],"category_scores_gemma":[0.01583971,0.0003176254,0.000174122,0.001205195,0.001588168,0.001385046,0.001205842,0.001675581,0.0004031115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005883319,"about_ca_system_score_gemma":0.009332655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1288145,"about_ca_topic_score_gemma":0.1450015,"domain_scores_codex":[0.9957624,0.002363011,0.0002203089,0.0002055894,0.0005316688,0.0009170615],"domain_scores_gemma":[0.9887,0.006264288,0.001427631,0.00009819426,0.001952515,0.001557413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003385074,0.0002518813,0.3174574,0.001573032,0.00003685673,0.008370795,0.5062087,0.0002213342,0.005330103,0.004282252,0.01582892,0.1401003],"study_design_scores_gemma":[0.00002592974,0.0004535204,0.3810337,0.00160604,0.00002207233,0.002194608,0.486656,0.000271477,0.0005522425,0.000334484,0.126801,0.00004916201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9040941,0.01839141,0.00032814,0.06961083,0.0007311908,0.00006908605,0.0001172276,0.000007595868,0.006650588],"genre_scores_gemma":[0.9727281,0.01664071,0.0003213765,0.003671653,0.0002913694,0.000065685,0.0000461853,0.000005701467,0.006229109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1288145,"threshold_uncertainty_score":0.2561293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158111963","doi":"10.1684/san.2010.0185","title":"Les organismes communautaires et la lutte contre les IST/VIH/sida à Montréal: quelles leçons pour les pays africains au sud du Sahara?","year":2010,"lang":"fr","type":"article","venue":"Cahiers de Santé","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Maurice Agonnoudé","is_ca":true},{"name":"Christian Mésenge","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0123111276275431,"gpt":0.2780871800311969,"spread":0.2657760524036538,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151604,0.0004713776,0.0002453183,0.0007436731,0.002738734,0.002529247,0.0008838321,0.0007711896,0.0102061],"category_scores_gemma":[0.003178952,0.0001644018,0.0002512596,0.001290456,0.002609625,0.001259973,0.0008518788,0.000980706,0.0003488586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01458011,"about_ca_system_score_gemma":0.01960669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.926783,"about_ca_topic_score_gemma":0.9297026,"domain_scores_codex":[0.9991102,0.0002861091,0.00001563108,0.00005693598,0.0002238986,0.0003073176],"domain_scores_gemma":[0.9981539,0.0003567619,0.0003922256,0.00003913425,0.0004968302,0.0005612661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003463188,0.0002859367,0.6270574,0.001060567,0.0001538736,0.001588587,0.04135158,0.0009572307,0.00246087,0.02630329,0.04727446,0.2511601],"study_design_scores_gemma":[0.00001532487,0.0001749395,0.8409891,0.0004713066,0.000046165,0.0003363385,0.04063196,0.000513263,0.0004456772,0.00111367,0.1151957,0.0000665746],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7299731,0.0921108,0.001230671,0.1073232,0.001223552,0.0002091437,0.001881788,0.00008844525,0.06595928],"genre_scores_gemma":[0.9621485,0.02017626,0.0007257452,0.001688558,0.0005385893,0.00005062512,0.0002706463,0.00001197895,0.01438907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07321703,"threshold_uncertainty_score":0.1472964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1953882468","doi":"10.1684/san.2009.0153","title":"Communiquer avec son entourage sur son traitement aide-t-il les femmes impliquées dans le commerce du sexe à l'observer?","year":2009,"lang":"fr","type":"article","venue":"Cahiers de Santé","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"Anselme Sanon","is_ca":false},{"name":"Isidore Traoré","is_ca":false},{"name":"R. Diallo","is_ca":false},{"name":"Ali Ouédraogo","is_ca":false},{"name":"J.B. Andonaba","is_ca":false},{"name":"Issouf Konaté","is_ca":false},{"name":"A. Berthe","is_ca":false},{"name":"C. Huet","is_ca":true},{"name":"Philippe Msellati","is_ca":false},{"name":"Laurent Visier","is_ca":false},{"name":"Philippe Mayaud","is_ca":false},{"name":"Nicolas Nagot","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03010676208477654,"gpt":0.3118474351107653,"spread":0.2817406730259888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872629,0.0001672823,0.0001941609,0.0001749024,0.001030734,0.0007139872,0.000270004,0.0006299588,0.009253147],"category_scores_gemma":[0.008346238,0.0001175373,0.0002454233,0.0001946321,0.001034577,0.0006939278,0.0004694925,0.0008896234,0.000775711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004468102,"about_ca_system_score_gemma":0.0007635581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004644892,"about_ca_topic_score_gemma":0.004575421,"domain_scores_codex":[0.9987947,0.0008722826,0.00003114388,0.00008080774,0.0001127907,0.0001082751],"domain_scores_gemma":[0.9978545,0.001087697,0.0004718358,0.0001024716,0.0002153354,0.0002680728],"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":[0.001416409,0.001314505,0.1726342,0.001522986,0.0002488118,0.002138899,0.06845557,0.0001743629,0.005432415,0.003020017,0.0175049,0.726137],"study_design_scores_gemma":[0.0004854036,0.01064019,0.500182,0.00476337,0.0007862851,0.01799392,0.125465,0.001039772,0.007274467,0.003926092,0.3272424,0.0002010347],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925281,0.01370572,0.003167467,0.02612861,0.0006610336,0.0001633251,0.0001334309,0.00008703955,0.0306724],"genre_scores_gemma":[0.98221,0.005552975,0.001429395,0.002200061,0.0002951167,0.0001196654,0.00004016614,0.00001255029,0.008140066],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009253147,"threshold_uncertainty_score":0.03095484,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"}]}