{"meta":{"query_hash":"d0a7dd089bca","filters":{"venue":"Médecine du Sommeil"},"cohort_total":26,"direct_labels_cover":1,"predictions_cover":26,"exported":26,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/d0a7dd089bca","api":"https://metacan.xera.ac/api/v1/cohort?venue=M%C3%A9decine+du+Sommeil"},"results":[{"id":"W1985628265","doi":"10.1016/j.msom.2015.01.091","title":"La condition de somnambule est-elle sous-tendue par une perturbation de l’activité des fuseaux du sommeil ?","year":2015,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Sleep & Circadian Network","funders":"","keywords":"Humanities; Physics; Art","score_opus":0.054199172287469385,"score_gpt":0.3065583843670539,"score_spread":0.2523592120795845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985628265","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.949506,0.011000414,0.005952212,0.008513852,0.0012360193,0.00006575724,0.00025285938,0.0002811198,0.023191866],"genre_scores_gemma":[0.9946508,0.0011784219,0.000548542,0.00037283375,0.00028498124,0.000009723571,0.00005194861,0.000020928173,0.0028819568],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997172,0.000032675787,0.0000286492,0.00006211861,0.00005347059,0.00010590459],"domain_scores_gemma":[0.9995208,0.0000924312,0.00016342397,0.0000620291,0.00007220909,0.00008908055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003067211,0.0004993401,0.00043064638,0.00058845145,0.0008836704,0.0010835484,0.00048777758,0.0022955593,0.007672465],"category_scores_gemma":[0.0020786684,0.00023915496,0.0005046324,0.0004293435,0.0017686556,0.0010061844,0.00052412826,0.0010926062,0.0012749011],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006446894,0.0007207701,0.1426068,0.0011990152,0.00074332015,0.21933098,0.00456995,0.0011192609,0.3315537,0.014231836,0.008252738,0.26922476],"study_design_scores_gemma":[0.0003411016,0.0015406549,0.42401323,0.0004968149,0.00035475215,0.45643795,0.006908873,0.0025569464,0.060011506,0.0081076585,0.038988702,0.00024187598],"about_ca_topic_score_codex":0.0061030323,"about_ca_topic_score_gemma":0.0052023353,"teacher_disagreement_score":0.007672465,"about_ca_system_score_codex":0.0006793238,"about_ca_system_score_gemma":0.00068707083,"threshold_uncertainty_score":0.025666952},"labels":[],"label_agreement":null},{"id":"W2089932454","doi":"10.1016/j.msom.2015.01.084","title":"Troubles du sommeil chez les adolescents des villages du Mont-Liban","year":2015,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Medicine; Gynecology; Art","score_opus":0.02936073848278012,"score_gpt":0.276410332717882,"score_spread":0.2470495942351019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089932454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99894804,0.00023788548,0.00001192543,0.00013340185,0.000010477547,0.00000541295,0.000023465382,0.0000016710969,0.00062775426],"genre_scores_gemma":[0.99693334,0.00043051067,0.000057520767,0.00008823758,0.000016883101,0.000016688953,0.000032031774,0.0000016791214,0.002422953],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99985373,0.000029754827,0.000010441879,0.00001535813,0.000022887429,0.000067725836],"domain_scores_gemma":[0.9997379,0.000057529476,0.000062639476,0.000003645123,0.000040877847,0.0000973279],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014151738,0.00038084167,0.0002661333,0.0007306802,0.0025188338,0.00054372975,0.00026644435,0.0009345877,0.002631063],"category_scores_gemma":[0.00067830196,0.00025570564,0.00019008572,0.00055280153,0.0008246283,0.00029613014,0.0005262358,0.00096806174,0.00023731308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028102627,0.00045717438,0.9068886,0.00010658867,0.000045139972,0.031671017,0.040193647,0.00013824718,0.00547302,0.00054947234,0.00095951627,0.013236627],"study_design_scores_gemma":[0.000043493936,0.00045967085,0.9321706,0.00007036324,0.00002261785,0.015579721,0.047229044,0.0001416905,0.00039387197,0.00008796546,0.0037805652,0.000020480837],"about_ca_topic_score_codex":0.109010994,"about_ca_topic_score_gemma":0.19947645,"teacher_disagreement_score":0.109010994,"about_ca_system_score_codex":0.0014975073,"about_ca_system_score_gemma":0.001043134,"threshold_uncertainty_score":0.21675295},"labels":[],"label_agreement":null},{"id":"W2330449057","doi":"10.1016/j.msom.2015.01.064","title":"Évaluation prospective de la somnolence diurne dans la dystrophie myotonique de type 1","year":2015,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Cégep de Jonquière","funders":"","keywords":"Somnolence; Medicine; Gynecology; McNemar's test; Mathematics; Internal medicine","score_opus":0.03417435754057338,"score_gpt":0.29557861637971555,"score_spread":0.2614042588391422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2330449057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9962399,0.0018240748,0.00018075235,0.000061489736,0.00003786373,0.00031955342,0.00060705905,0.000008602176,0.00072059594],"genre_scores_gemma":[0.9947761,0.0007943054,0.00053094403,0.00010608741,0.000054610166,0.000627898,0.0011545018,0.000008796227,0.001946625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988463,0.00048242367,0.00013095907,0.00023587834,0.00018978573,0.000114659895],"domain_scores_gemma":[0.99739563,0.0007377261,0.00067884946,0.000114269096,0.0006246755,0.00044886628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021170469,0.0009121161,0.0018250109,0.0007874104,0.0008017466,0.0010617964,0.00055220886,0.0012282465,0.0018487182],"category_scores_gemma":[0.004024733,0.00033823086,0.0012107407,0.0007505704,0.000540475,0.00055360806,0.00047910266,0.0008314937,0.00052151026],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.08075253,0.0043989914,0.8819945,0.00045343,0.0020881682,0.0003795428,0.00061571074,0.00057843234,0.0033308186,0.00009644962,0.00040004353,0.024911446],"study_design_scores_gemma":[0.0037541785,0.024922967,0.96716857,0.00008028644,0.0008540169,0.00021259197,0.00020449352,0.0005357503,0.0008917946,0.000039001185,0.0012882425,0.000048181628],"about_ca_topic_score_codex":0.013928911,"about_ca_topic_score_gemma":0.010287908,"teacher_disagreement_score":0.013928911,"about_ca_system_score_codex":0.0018317482,"about_ca_system_score_gemma":0.00096757297,"threshold_uncertainty_score":0.027695715},"labels":[],"label_agreement":null},{"id":"W2767024623","doi":"10.1016/j.msom.2017.09.001","title":"Efficacité d’interventions comportementales pour le sommeil des travailleurs de nuit. Exploration préliminaire","year":2017,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and Work-Related Fatigue","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"","keywords":"Humanities; Medicine; Gynecology; Psychology; Art","score_opus":0.10633743386437415,"score_gpt":0.3720273711324783,"score_spread":0.26568993726810414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767024623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87171894,0.090923026,0.0050493283,0.00775019,0.0013806149,0.0046563507,0.0017083514,0.00018315407,0.01662994],"genre_scores_gemma":[0.9589285,0.01759866,0.010278298,0.0019321052,0.00053276215,0.0058486057,0.0008430385,0.000031657582,0.004006383],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9975407,0.0013958549,0.00029617688,0.00023958478,0.00032057663,0.00020698852],"domain_scores_gemma":[0.99202406,0.0055653816,0.0006809678,0.0002451574,0.00095930113,0.0005251921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045160586,0.0005701116,0.0014142885,0.00078087224,0.0010440527,0.00077748345,0.00086555077,0.001447701,0.013044423],"category_scores_gemma":[0.015812758,0.00025038864,0.0020839733,0.00060862355,0.00038843125,0.0008558884,0.00061595364,0.0013207531,0.0008398804],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.062281463,0.023129566,0.03163656,0.023724807,0.0047543305,0.00040184715,0.0045497417,0.0013651497,0.010006035,0.0012131945,0.0047608046,0.83217645],"study_design_scores_gemma":[0.03802474,0.2475363,0.5679629,0.0340628,0.013644168,0.00095808547,0.007911803,0.003629288,0.014347478,0.003966729,0.067664996,0.00029078874],"about_ca_topic_score_codex":0.0096000675,"about_ca_topic_score_gemma":0.019254025,"teacher_disagreement_score":0.013044423,"about_ca_system_score_codex":0.0013030674,"about_ca_system_score_gemma":0.0042338623,"threshold_uncertainty_score":0.04363793},"labels":[],"label_agreement":null},{"id":"W3009991533","doi":"10.1016/j.msom.2019.12.073","title":"Classification automatique et patient-dépendante des stades de sommeil, basée sur un processus de machine learning s’inspirant de la lecture manuelle","year":2020,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.05590152466706857,"score_gpt":0.28959828304500207,"score_spread":0.2336967583779335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009991533","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7645331,0.0029580253,0.21663466,0.0039008008,0.0008082,0.00015937426,0.0030508568,0.0023647791,0.0055901683],"genre_scores_gemma":[0.9443871,0.0008984882,0.045599703,0.00023723734,0.0003356541,0.00009561735,0.0019299098,0.00016471233,0.0063516675],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99859947,0.00039931783,0.00012709944,0.0003485291,0.00037626698,0.00014923395],"domain_scores_gemma":[0.99570316,0.0029066964,0.00030143737,0.0002791602,0.0006573313,0.00015211367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018795987,0.001101085,0.00084007287,0.0017478092,0.00049033266,0.002326705,0.00068559754,0.0020717117,0.0030107428],"category_scores_gemma":[0.0101186745,0.00033340463,0.0013537724,0.0009136264,0.0005731152,0.0010842636,0.0005440782,0.0018454636,0.001267973],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021360777,0.0003779212,0.4005217,0.00025711156,0.0005469423,0.0020613805,0.0011619065,0.028392566,0.031263597,0.0030269646,0.007045398,0.52320844],"study_design_scores_gemma":[0.00010576251,0.0006294051,0.51674384,0.00014409472,0.00022619482,0.004971154,0.0008778098,0.42631274,0.031584285,0.0066619064,0.01152606,0.00021678254],"about_ca_topic_score_codex":0.02151575,"about_ca_topic_score_gemma":0.01959793,"teacher_disagreement_score":0.02151575,"about_ca_system_score_codex":0.00082836486,"about_ca_system_score_gemma":0.0009107201,"threshold_uncertainty_score":0.042781055},"labels":[],"label_agreement":null},{"id":"W3010559034","doi":"10.1016/j.msom.2019.12.152","title":"Altération de la qualité du sommeil chez les enfants et les adultes avec un trouble des mouvements rythmiques du sommeil : une étude cas-témoin","year":2020,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Gynecology; Medicine; Humanities; Art","score_opus":0.03762339465610018,"score_gpt":0.3365557195374524,"score_spread":0.29893232488135224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010559034","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99802315,0.0011567,0.00011235723,0.000051023148,0.000008549084,0.0000123967675,0.0000993407,0.0000020698376,0.0005344812],"genre_scores_gemma":[0.9983224,0.00078730105,0.00012530485,0.000037846174,0.000018161458,0.000017665687,0.000099993435,8.485143e-7,0.000590415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99970335,0.0000880699,0.000028749086,0.000060031543,0.000059066417,0.000060750244],"domain_scores_gemma":[0.9993729,0.00021855762,0.00020989074,0.000019553514,0.00010756833,0.00007152793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049971556,0.00039225936,0.0003883916,0.0012375937,0.0005922012,0.00081724254,0.00021111341,0.00065146806,0.0015495782],"category_scores_gemma":[0.0017705356,0.00019154798,0.0004458797,0.00090612745,0.000497023,0.00044869207,0.00027619608,0.0003756505,0.000117675234],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039203127,0.00022387652,0.9798994,0.000117308555,0.00011358252,0.0033322594,0.0029407379,0.000038901086,0.002355198,0.00010941046,0.00014277466,0.010334453],"study_design_scores_gemma":[0.000010795689,0.0006024715,0.9934448,0.00002774098,0.000052169584,0.0026821212,0.002233043,0.00005484868,0.00022426897,0.0000263871,0.0006317664,0.000009564159],"about_ca_topic_score_codex":0.02037819,"about_ca_topic_score_gemma":0.0135400705,"teacher_disagreement_score":0.02037819,"about_ca_system_score_codex":0.0005398904,"about_ca_system_score_gemma":0.00041179586,"threshold_uncertainty_score":0.040519178},"labels":[],"label_agreement":null},{"id":"W3129919532","doi":"10.1016/j.msom.2020.11.014","title":"Les ondes en dents de scie du sommeil paradoxal correspondent à un état d’activation corticale intense: une étude stéréo-électroencéphalographique.","year":2021,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Humanities; Philosophy","score_opus":0.021178811725826065,"score_gpt":0.30849780544612004,"score_spread":0.28731899372029396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129919532","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99025375,0.0012427523,0.0022570288,0.00038567095,0.00006402673,0.0000973721,0.00022277137,0.000030263824,0.0054463614],"genre_scores_gemma":[0.99684983,0.00046032053,0.00065986376,0.00014134811,0.000055903638,0.00003892173,0.000101123915,0.000010257341,0.0016824782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979025,0.000042048658,0.000013540343,0.00004006438,0.000063839114,0.000050210645],"domain_scores_gemma":[0.99923694,0.00035859284,0.0001520932,0.000054484666,0.00012168999,0.00007615681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036649924,0.00043978315,0.0003860761,0.00069063035,0.0006269123,0.0005631115,0.00034266224,0.00082615693,0.0035352109],"category_scores_gemma":[0.0024802159,0.00024135794,0.0003650387,0.00048680353,0.0010026996,0.00048653773,0.0005000929,0.0012158725,0.00034390093],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012098301,0.0017412599,0.423611,0.0010149311,0.0007103074,0.09207871,0.013414267,0.00096648606,0.27771157,0.002941866,0.0027933442,0.17091787],"study_design_scores_gemma":[0.00022741692,0.0008058836,0.94878924,0.000059375627,0.00012894586,0.031373274,0.0020406852,0.00080888,0.009883046,0.00072826183,0.0050947918,0.000060156533],"about_ca_topic_score_codex":0.013019192,"about_ca_topic_score_gemma":0.015090854,"teacher_disagreement_score":0.013019192,"about_ca_system_score_codex":0.0005956196,"about_ca_system_score_gemma":0.00051471393,"threshold_uncertainty_score":0.025886834},"labels":[],"label_agreement":null},{"id":"W3205785334","doi":"10.1016/j.msom.2021.09.001","title":"Une exploration de l’effet d’un programme d’activité physique sur le rappel de rêves, la qualité du sommeil et le sommeil paradoxal des aînés ayant un trouble cognitif léger","year":2021,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Psychology; Art","score_opus":0.03112174249825175,"score_gpt":0.2827730971709797,"score_spread":0.251651354672728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3205785334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927684,0.00074878713,0.0004482849,0.0012996554,0.00016615991,0.00028206533,0.00013017151,0.0000187789,0.0041377135],"genre_scores_gemma":[0.989897,0.0007498056,0.0015432006,0.00057824014,0.00023890402,0.00061341526,0.00016216765,0.000014358677,0.0062028393],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9984896,0.00078846165,0.00008824319,0.00015445569,0.00026408042,0.00021506185],"domain_scores_gemma":[0.9868917,0.01031424,0.00058265874,0.00038767344,0.00069097546,0.0011327124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017919051,0.000347607,0.0004159545,0.0004528534,0.0009520094,0.00070740265,0.00047611812,0.0017535767,0.014062391],"category_scores_gemma":[0.011839987,0.00023214503,0.00093241833,0.00044608949,0.0007515867,0.0005788573,0.0007572598,0.0012837511,0.0006573914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.113379546,0.11025853,0.0966567,0.0030157154,0.0017248866,0.0020377862,0.012665583,0.0026316007,0.024181524,0.0027765597,0.0026630452,0.6280085],"study_design_scores_gemma":[0.013852598,0.19886933,0.7392118,0.0008989319,0.0013440077,0.0009208978,0.009538635,0.003474658,0.0076759052,0.0025407544,0.021521777,0.00015074108],"about_ca_topic_score_codex":0.008465052,"about_ca_topic_score_gemma":0.010226671,"teacher_disagreement_score":0.014062391,"about_ca_system_score_codex":0.0009875011,"about_ca_system_score_gemma":0.0014371953,"threshold_uncertainty_score":0.047043443},"labels":[],"label_agreement":null},{"id":"W4212963364","doi":"10.1016/j.msom.2022.01.163","title":"Dormir pendant une pandémie : l’impact des restrictions liées au COVID-19 sur la narcolepsie et l’hypersomnie idiopathique","year":2022,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Humanities; Pandemic; Coronavirus Infections; Betacoronavirus; Art; Medicine; Virology; Outbreak; Infectious disease (medical specialty); Internal medicine","score_opus":0.06857801911132462,"score_gpt":0.35620289289202495,"score_spread":0.28762487378070034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212963364","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97294676,0.009534272,0.000121406476,0.010699245,0.0005450228,0.000039971328,0.0002709923,0.000015100687,0.0058272504],"genre_scores_gemma":[0.9911341,0.0028675243,0.00025483195,0.001668858,0.00032532698,0.000025072746,0.00023523328,0.000009621321,0.0034794249],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995665,0.00013220398,0.000034521727,0.00005919727,0.00010204812,0.00010556064],"domain_scores_gemma":[0.99861896,0.00051924685,0.00028287142,0.000045121855,0.00011484258,0.00041889853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081134273,0.00023081286,0.00039190985,0.00021990431,0.0009256794,0.00090424763,0.00033778165,0.0010922826,0.004595194],"category_scores_gemma":[0.003816901,0.00014410849,0.0006571959,0.00024095671,0.00041864722,0.0005448885,0.00048740048,0.001840377,0.00029976433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.024577284,0.0045829117,0.57362473,0.001108243,0.001967505,0.030297305,0.003778496,0.0008820622,0.012234849,0.0035157623,0.011477355,0.33195347],"study_design_scores_gemma":[0.0009589975,0.0067814165,0.9314957,0.0006566828,0.0008978722,0.013457986,0.0024895018,0.0010795726,0.0017574347,0.00089455856,0.03942746,0.00010278572],"about_ca_topic_score_codex":0.02315472,"about_ca_topic_score_gemma":0.038521495,"teacher_disagreement_score":0.02315472,"about_ca_system_score_codex":0.0012121877,"about_ca_system_score_gemma":0.0015237841,"threshold_uncertainty_score":0.04603994},"labels":[],"label_agreement":null},{"id":"W4303575139","doi":"10.1016/j.msom.2022.09.001","title":"Distinguer la narcolepsie de type 2, l’hypersomnie idiopathique, la dépression et la somnolence dans le syndrome post-COVID-19","year":2022,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Somnolence; Humanities; Psychology; Philosophy; Internal medicine; Disease","score_opus":0.027877403958516768,"score_gpt":0.32394803678551415,"score_spread":0.29607063282699736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4303575139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9873153,0.004764367,0.00059182156,0.0012486506,0.00022478764,0.00006248161,0.00019233982,0.0000147079145,0.005585475],"genre_scores_gemma":[0.99571276,0.0012382758,0.0006184213,0.00021152536,0.00013564761,0.000018114399,0.00021259337,0.000005587058,0.0018470053],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997894,0.000024150317,0.000026616573,0.000032944783,0.00004456026,0.000082378174],"domain_scores_gemma":[0.9997074,0.000066908506,0.000056800323,0.000014226975,0.000056493423,0.000098045435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034669988,0.0006077005,0.00048963865,0.0013079552,0.0009105982,0.0007064123,0.00033407213,0.0014245218,0.002561067],"category_scores_gemma":[0.0011167034,0.00021680685,0.000724233,0.00041606772,0.0005021596,0.0006564075,0.0004959314,0.0010343218,0.00037126933],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020310823,0.00022735112,0.70104563,0.00036920788,0.00023376431,0.20830101,0.0020670826,0.00043081905,0.04192497,0.0016490433,0.0020143425,0.03970581],"study_design_scores_gemma":[0.00009771608,0.0005514868,0.8011069,0.00022368607,0.00009134332,0.18682122,0.0023854706,0.0009379228,0.0026408152,0.000690726,0.004409904,0.00004283103],"about_ca_topic_score_codex":0.014118392,"about_ca_topic_score_gemma":0.019377645,"teacher_disagreement_score":0.014118392,"about_ca_system_score_codex":0.0006539988,"about_ca_system_score_gemma":0.00083998765,"threshold_uncertainty_score":0.028072476},"labels":[],"label_agreement":null},{"id":"W4322732520","doi":"10.1016/j.msom.2023.01.026","title":"Évolution des plaintes relatives au sommeil dans la dystrophie myotonique de type 1 : une étude de suivi sur 9 ans","year":2023,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Cégep de Jonquière","funders":"","keywords":"Medicine; Humanities; Philosophy; Gynecology","score_opus":0.02833558743719411,"score_gpt":0.27421063820634156,"score_spread":0.24587505076914745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322732520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976094,0.00076348404,0.00019785881,0.00013244284,0.000019578947,0.00001153323,0.00034960863,0.0000076263077,0.0009085115],"genre_scores_gemma":[0.9933761,0.0008590141,0.00036154,0.00007211603,0.000021292468,0.00003349124,0.00041046142,0.000013373447,0.004852574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994048,0.0000923145,0.000056574972,0.00019073817,0.00011135307,0.00014415478],"domain_scores_gemma":[0.99865484,0.00028054876,0.00044427314,0.00006324366,0.00030341154,0.00025354704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060280785,0.00050059706,0.0006441855,0.0017570265,0.0017669727,0.0011617955,0.00059510436,0.0011858022,0.0037335446],"category_scores_gemma":[0.0024346507,0.0003410158,0.0006604868,0.0016565535,0.0006249421,0.00067287753,0.0007010411,0.0012868863,0.00047674056],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004752728,0.00019863152,0.96886665,0.000053494,0.00012507943,0.004105419,0.0065326616,0.00013234412,0.0045739985,0.00029282688,0.0003026116,0.014341065],"study_design_scores_gemma":[0.000008621503,0.00024952562,0.99181783,0.000044013654,0.000052146872,0.0028197162,0.0023283858,0.0001317409,0.0003384014,0.0000841406,0.0021042794,0.000021186892],"about_ca_topic_score_codex":0.09447009,"about_ca_topic_score_gemma":0.07959393,"teacher_disagreement_score":0.09447009,"about_ca_system_score_codex":0.0015868994,"about_ca_system_score_gemma":0.0009812751,"threshold_uncertainty_score":0.1878404},"labels":[],"label_agreement":null},{"id":"W4322732612","doi":"10.1016/j.msom.2023.01.082","title":"Une approche cognitivo-comportementale pour améliorer le sommeil d’étudiants du collégial ayant un TDAH : résultats préliminaires","year":2023,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cégep du Vieux Montréal; Université du Québec à Chicoutimi; Cégep de Jonquière","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.01729947975898962,"score_gpt":0.2775581065002886,"score_spread":0.260258626741299,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322732612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9277663,0.037348308,0.009049497,0.006075626,0.0017896527,0.0029941532,0.0009045954,0.00039216358,0.0136796655],"genre_scores_gemma":[0.9531227,0.012774554,0.020317279,0.0024396526,0.000597416,0.0024583202,0.00060323445,0.00005167321,0.007635182],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99923134,0.00028713254,0.000079954196,0.00013968776,0.00017331599,0.00008857223],"domain_scores_gemma":[0.99832064,0.0008753202,0.00012077086,0.00009634581,0.0003207511,0.00026609973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017647159,0.0003876753,0.0012864885,0.0004302018,0.0006962774,0.00091992004,0.0006539872,0.00087451143,0.012151256],"category_scores_gemma":[0.0051348833,0.00013456006,0.0014831596,0.00033465485,0.00035579733,0.00061102986,0.0005651278,0.0014131322,0.0009819687],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03230091,0.015994472,0.014649824,0.0068180882,0.0024461646,0.0003034459,0.0014324327,0.00065553,0.009741824,0.0008154648,0.0045038178,0.91033787],"study_design_scores_gemma":[0.08771166,0.23943505,0.41036394,0.01814659,0.034848627,0.002581376,0.010636982,0.00865183,0.029758949,0.009535778,0.14777951,0.0005497065],"about_ca_topic_score_codex":0.005734046,"about_ca_topic_score_gemma":0.014959447,"teacher_disagreement_score":0.012151256,"about_ca_system_score_codex":0.00071244634,"about_ca_system_score_gemma":0.0026308144,"threshold_uncertainty_score":0.04065007},"labels":[],"label_agreement":null},{"id":"W4322737282","doi":"10.1016/j.msom.2023.01.211","title":"Troubles du rythme circadien veille-sommeil : une étude exploratoire en actimétrie dans la dystrophie myotonique de type 1","year":2023,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Université Laval; Cégep de Jonquière","funders":"","keywords":"Humanities; Physics; Medicine; Philosophy","score_opus":0.021339095756706044,"score_gpt":0.26191889248610806,"score_spread":0.24057979672940202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322737282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9831887,0.010661795,0.0010067364,0.00081480545,0.00010280719,0.00006227846,0.00015832947,0.000014092681,0.0039905603],"genre_scores_gemma":[0.99162966,0.0031977454,0.0006554286,0.00028918302,0.000073071606,0.00005531284,0.000074670446,0.000009234276,0.0040158066],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993581,0.00016919622,0.000043339453,0.0001560178,0.00016444572,0.00010891735],"domain_scores_gemma":[0.9990656,0.0005080107,0.0001907791,0.000025288964,0.00010642604,0.00010389924],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055940985,0.00066902523,0.0007191737,0.0011803022,0.0014528669,0.0010349236,0.0004915445,0.0015388641,0.002080332],"category_scores_gemma":[0.0034647502,0.00025379195,0.0006456164,0.00075445883,0.0010155845,0.00059325225,0.0006356733,0.0012642244,0.00019440954],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004160837,0.0017185606,0.39443964,0.002247524,0.0008259336,0.24349435,0.0500145,0.0013637597,0.1113982,0.0064954525,0.0018739515,0.18196724],"study_design_scores_gemma":[0.00019091404,0.0018724579,0.81773996,0.00042100163,0.00030861385,0.13715242,0.010286594,0.00071859197,0.0073178858,0.00058527093,0.023266926,0.00013928501],"about_ca_topic_score_codex":0.03407498,"about_ca_topic_score_gemma":0.025127934,"teacher_disagreement_score":0.03407498,"about_ca_system_score_codex":0.0014888091,"about_ca_system_score_gemma":0.0011868711,"threshold_uncertainty_score":0.067753315},"labels":[],"label_agreement":null},{"id":"W4322739406","doi":"10.1016/j.msom.2023.01.178","title":"Revue systématique des études de fiabilité des critères diagnostiques des troubles du sommeil et de l’éveil","year":2023,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Physics","score_opus":0.024978761153685268,"score_gpt":0.32119370594448765,"score_spread":0.2962149447908024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4322739406","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5342763,0.19416597,0.18008332,0.03270485,0.0072003864,0.0013039147,0.018012298,0.0025680822,0.029684866],"genre_scores_gemma":[0.90900487,0.010712082,0.06739111,0.0023021826,0.0014999594,0.0012522672,0.0041973125,0.00057129114,0.0030689226],"study_design_codex":"observational","study_design_gemma":"systematic_review","domain_scores_codex":[0.8587015,0.091901295,0.016108416,0.0146590145,0.016776143,0.0018536816],"domain_scores_gemma":[0.28713587,0.6499665,0.014220644,0.016078463,0.031417847,0.0011806603],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.17303178,0.0038190607,0.0055143633,0.017338473,0.0030059675,0.013405495,0.009708989,0.0041741235,0.01047372],"category_scores_gemma":[0.4429352,0.002514032,0.010687514,0.0126523925,0.0051452783,0.011275054,0.0032672163,0.005835959,0.0020820184],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010282773,0.00018985008,0.78239876,0.003898602,0.01474221,0.00019631382,0.00396725,0.002518589,0.00052043615,0.006874011,0.008751283,0.17491442],"study_design_scores_gemma":[0.00066955236,0.0016492239,0.84663546,0.014506472,0.013792415,0.0021868595,0.0055117253,0.040467016,0.002898674,0.024525166,0.04635591,0.0008015511],"about_ca_topic_score_codex":0.050176535,"about_ca_topic_score_gemma":0.034559917,"teacher_disagreement_score":0.8269682,"about_ca_system_score_codex":0.007975505,"about_ca_system_score_gemma":0.007898084,"threshold_uncertainty_score":0.91509044},"labels":[],"label_agreement":null},{"id":"W4388992131","doi":"10.1016/j.msom.2023.10.003","title":"Impact des horaires atypiques de travail sur les rythmes circadiens et diurnes","year":2023,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04526691816490085,"score_gpt":0.3043441692512562,"score_spread":0.2590772510863553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388992131","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98705333,0.004367383,0.00020036961,0.0016474703,0.00019778762,0.000020067586,0.00032464231,0.000029403549,0.006159588],"genre_scores_gemma":[0.99156594,0.0018088624,0.00025520183,0.00024668197,0.00011136041,0.000016749213,0.00014706585,0.000012629158,0.005835592],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999089,0.0002859285,0.000057001984,0.0001285887,0.00021572068,0.00022372435],"domain_scores_gemma":[0.9962251,0.0008318712,0.00087283505,0.00012065778,0.00071882305,0.0012306118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010077951,0.00023717308,0.00034704412,0.00060689275,0.00095366937,0.000946002,0.00044394704,0.0006510222,0.006079767],"category_scores_gemma":[0.0047164843,0.000100118115,0.00040433518,0.00048164674,0.0006001653,0.0003110968,0.0009108711,0.0009565418,0.0006151625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025844758,0.00076531275,0.8488382,0.0004611073,0.00038444268,0.002882479,0.008342938,0.00036478124,0.00916767,0.000821255,0.002583676,0.122803606],"study_design_scores_gemma":[0.000024255847,0.00038920768,0.98539644,0.00009776383,0.000078678255,0.00051319104,0.0045489087,0.000106649415,0.00048259489,0.00013951688,0.008202909,0.000019755644],"about_ca_topic_score_codex":0.047436837,"about_ca_topic_score_gemma":0.076140426,"teacher_disagreement_score":0.047436837,"about_ca_system_score_codex":0.001528433,"about_ca_system_score_gemma":0.0022606407,"threshold_uncertainty_score":0.09432143},"labels":[],"label_agreement":null},{"id":"W4392261186","doi":"10.1016/j.msom.2023.12.103","title":"Projet Harpocrates : cryptage des données de sommeil et analyse par machine learning pour la médecine du sommeil","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Pain Management and Placebo Effect","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.03154524669600193,"score_gpt":0.2758790756723566,"score_spread":0.24433382897635467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392261186","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13878182,0.033901088,0.68905395,0.027630001,0.0069340994,0.006446012,0.038728688,0.03270249,0.025821814],"genre_scores_gemma":[0.29325143,0.0076458678,0.59679234,0.0028932842,0.002579954,0.005656146,0.02878174,0.0043313215,0.058067918],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98417944,0.008082327,0.0008336271,0.0012752154,0.0050863805,0.0005429849],"domain_scores_gemma":[0.95033616,0.03270807,0.0021434634,0.0053363037,0.007209388,0.0022666564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021625252,0.0016697119,0.0021948246,0.003496517,0.0011075933,0.0038030108,0.0016065685,0.0022092264,0.020455059],"category_scores_gemma":[0.061390843,0.00061013683,0.0016179911,0.0017313582,0.0015383045,0.0022532446,0.0038808656,0.0038573674,0.005207777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0134748425,0.000967755,0.005787951,0.002339264,0.00085488625,0.00082204276,0.000915854,0.0076919515,0.03611228,0.023234239,0.09759526,0.81020373],"study_design_scores_gemma":[0.011627233,0.0077157165,0.044640206,0.0020508175,0.0008317832,0.006230366,0.0012702233,0.13855194,0.111161135,0.06398169,0.6111224,0.0008165201],"about_ca_topic_score_codex":0.0074098604,"about_ca_topic_score_gemma":0.0036427649,"teacher_disagreement_score":0.021625252,"about_ca_system_score_codex":0.0016874381,"about_ca_system_score_gemma":0.007791894,"threshold_uncertainty_score":0.11436665},"labels":[],"label_agreement":null},{"id":"W4392261193","doi":"10.1016/j.msom.2023.12.182","title":"Évaluation du rythme veille-sommeil chez des adultes avec la forme infantile de la dystrophie myotonique de type 1 : une étude en actimétrie.","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Genetic Neurodegenerative Diseases","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Cégep de Jonquière","funders":"","keywords":"Medicine","score_opus":0.017782335372454435,"score_gpt":0.2796384334658168,"score_spread":0.26185609809336235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392261193","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951976,0.0021003,0.0005592871,0.00020490489,0.000032562362,0.000047393412,0.00015605998,0.00001666428,0.0016851876],"genre_scores_gemma":[0.99648285,0.00066246296,0.00071371405,0.000086662985,0.000018560027,0.000026306338,0.0001156487,0.000008040275,0.001885737],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997652,0.00003989615,0.000024390723,0.000051320087,0.00006903686,0.00005018598],"domain_scores_gemma":[0.9995098,0.00014278875,0.00009854185,0.000014631135,0.00012671837,0.000107399675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022925738,0.0003752273,0.0005018349,0.00089430413,0.0005188027,0.00038632355,0.0003882067,0.0010197592,0.0021688773],"category_scores_gemma":[0.0015789436,0.00016306866,0.0003781003,0.00036449885,0.0004153423,0.00034457864,0.00028492513,0.0005549034,0.00019979864],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002452209,0.00035477086,0.5106463,0.00048073355,0.0001677221,0.21736285,0.0051953797,0.00060391333,0.20781198,0.00032146077,0.0007618717,0.053840723],"study_design_scores_gemma":[0.000049495586,0.0018025786,0.80849487,0.000091559945,0.00011071826,0.16842839,0.0022506225,0.0011794263,0.013099694,0.00007704814,0.004354297,0.0000612967],"about_ca_topic_score_codex":0.01786754,"about_ca_topic_score_gemma":0.014269594,"teacher_disagreement_score":0.01786754,"about_ca_system_score_codex":0.0004979655,"about_ca_system_score_gemma":0.00045811068,"threshold_uncertainty_score":0.03552705},"labels":[],"label_agreement":null},{"id":"W4392261425","doi":"10.1016/j.msom.2023.12.030","title":"Transitions des stades de sommeil et consolidation mnésique dépendante du sommeil chez les enfants atteints de narcolepsie-cataplexie","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and Wakefulness Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Medicine","score_opus":0.04831523632846421,"score_gpt":0.335577348140389,"score_spread":0.28726211181192474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392261425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9994759,0.00016362405,0.000046940182,0.000024163219,0.000004470902,0.0000042792362,0.000037973714,0.000003285425,0.00023924372],"genre_scores_gemma":[0.99935335,0.00007056263,0.00004282608,0.0000116197,0.0000034122295,0.000007785148,0.000062694315,0.0000016733445,0.00044607033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9999002,0.000015715932,0.0000075770768,0.00001963823,0.000022681199,0.00003413187],"domain_scores_gemma":[0.9994641,0.00014140342,0.00016219018,0.000017756465,0.00009420082,0.000120398414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000211829,0.00023450713,0.00025008683,0.00039143104,0.00031755512,0.00036356392,0.00015745232,0.00041740152,0.0016898426],"category_scores_gemma":[0.0015753966,0.000108062544,0.00017924336,0.00020001689,0.0004378308,0.0002521295,0.00018225326,0.00065503985,0.00019000273],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.014542658,0.0005260644,0.7962803,0.00010825888,0.00014740306,0.0070144306,0.00413643,0.0006264501,0.14020719,0.0002994266,0.00041671057,0.035694692],"study_design_scores_gemma":[0.000012206048,0.0006850212,0.9955323,0.0000055242103,0.000011530221,0.0009195798,0.00030628394,0.0001279075,0.0021608418,0.000023134531,0.00020902352,0.000006623529],"about_ca_topic_score_codex":0.012107228,"about_ca_topic_score_gemma":0.013077861,"teacher_disagreement_score":0.012107228,"about_ca_system_score_codex":0.0006355691,"about_ca_system_score_gemma":0.0003121783,"threshold_uncertainty_score":0.024073482},"labels":[],"label_agreement":null},{"id":"W4392261598","doi":"10.1016/j.msom.2023.12.169","title":"Relations entre l’anxiété, les difficultés scolaires et les problèmes de sommeil chez des étudiants de collèges publics québécois ayant un TDAH","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Cégep du Vieux Montréal; Université du Québec à Chicoutimi; Cégep de Jonquière","funders":"","keywords":"Psychology; Humanities; Art","score_opus":0.02101052273782139,"score_gpt":0.2819239974072774,"score_spread":0.260913474669456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392261598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99814045,0.00016449396,0.000017414874,0.00060393504,0.0000102755985,0.000010053199,0.00012605826,0.0000013789988,0.0009259494],"genre_scores_gemma":[0.9962896,0.00023660845,0.000040495615,0.00018261153,0.0000130419785,0.000017960534,0.0001070847,0.0000022757993,0.0031103033],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992698,0.00011269837,0.000043209675,0.00004789384,0.00014830475,0.000378092],"domain_scores_gemma":[0.99737453,0.00045470853,0.0005818169,0.000038138016,0.000622345,0.00092850986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005285461,0.00026339397,0.00032860652,0.0009769176,0.0034448726,0.001403183,0.00067515916,0.0011540063,0.00477428],"category_scores_gemma":[0.002423422,0.0003534716,0.000385926,0.0010987043,0.0011560936,0.00055243785,0.00086865167,0.0022661283,0.00025702483],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089883404,0.0002345584,0.9800294,0.000030639734,0.000037597085,0.00061973254,0.013404837,0.00007625643,0.00035643508,0.00014407048,0.0008041939,0.0041723456],"study_design_scores_gemma":[0.0000057567727,0.000074621516,0.973795,0.0000313766,0.000010157553,0.00012789883,0.024441963,0.00011791213,0.00006148726,0.000019997584,0.0013008068,0.000012925937],"about_ca_topic_score_codex":0.86392677,"about_ca_topic_score_gemma":0.9146382,"teacher_disagreement_score":0.13607323,"about_ca_system_score_codex":0.007940533,"about_ca_system_score_gemma":0.007689987,"threshold_uncertainty_score":0.27374917},"labels":[],"label_agreement":null},{"id":"W4392261670","doi":"10.1016/j.msom.2023.12.049","title":"Analyse automatisée des mouvements mandibulaires pour optimiser la titration de l’orthèse d’avancée mandibulaire dans le syndrome d’apnées du sommeil","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal","funders":"","keywords":"Biology","score_opus":0.013243752852064646,"score_gpt":0.27980024578644014,"score_spread":0.2665564929343755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392261670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5545023,0.00743585,0.42623284,0.00042213663,0.00034688695,0.00033156198,0.0018044662,0.0051249824,0.0037989325],"genre_scores_gemma":[0.75302523,0.001676185,0.23676856,0.00018085336,0.00008861751,0.00024174326,0.00122782,0.00035039178,0.0064406767],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992919,0.000111926354,0.000051878873,0.00017526477,0.00033319034,0.000035837085],"domain_scores_gemma":[0.9987974,0.0006658639,0.00011525637,0.00006427586,0.00033105965,0.000026117576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006959255,0.00071527605,0.0007651454,0.00086620374,0.000224463,0.0008501488,0.0004629523,0.0007649259,0.0025052833],"category_scores_gemma":[0.0023984646,0.00034467917,0.0006723182,0.00042871715,0.00018797263,0.00029604684,0.00021979888,0.0004556535,0.0008285018],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022478963,0.0002224573,0.016760748,0.0008842299,0.00027819414,0.00046610707,0.00030316808,0.020289078,0.5676068,0.00038919048,0.0016707001,0.38888153],"study_design_scores_gemma":[0.00036729095,0.0014994241,0.14990014,0.0002242408,0.00059201743,0.0020560867,0.0002416493,0.33255133,0.48855844,0.00063600874,0.023192251,0.00018114118],"about_ca_topic_score_codex":0.0072628194,"about_ca_topic_score_gemma":0.007820032,"teacher_disagreement_score":0.0072628194,"about_ca_system_score_codex":0.00037128932,"about_ca_system_score_gemma":0.00069255324,"threshold_uncertainty_score":0.014441133},"labels":[],"label_agreement":null},{"id":"W4392506725","doi":"10.1016/j.msom.2024.02.002","title":"Lettre à l’éditeur : scorage de la version française du Sleep Health Index","year":2024,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Medicine; Philosophy","score_opus":0.0070750011768305225,"score_gpt":0.2840446397082833,"score_spread":0.2769696385314528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392506725","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012546377,0.019170266,0.0012985141,0.17899044,0.78636956,0.00009646457,0.0035457772,0.000566051,0.008708194],"genre_scores_gemma":[0.039945062,0.037392046,0.006691708,0.19479552,0.510656,0.0014066227,0.011834227,0.0026702695,0.19460851],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9889234,0.0028626032,0.002256588,0.0011444249,0.0039021482,0.0009108341],"domain_scores_gemma":[0.9359804,0.018632932,0.0048765363,0.0033939036,0.03375358,0.0033627232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009445712,0.0015285492,0.0021113548,0.0048160017,0.0023667903,0.0064655994,0.0018225074,0.006210291,0.03432134],"category_scores_gemma":[0.07133131,0.00065962656,0.0016891654,0.0025612449,0.0020270457,0.0026879585,0.0024815553,0.0062258756,0.017624423],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058912683,0.000013484469,0.00044527385,0.00025211016,0.000028052205,0.000085135514,0.000066836445,0.000034023025,0.000118058255,0.0006451936,0.9833875,0.01486546],"study_design_scores_gemma":[0.00003655615,0.000026943715,0.0028204676,0.0006367446,0.000025564446,0.00032299405,0.00011357886,0.00007212533,0.00017352717,0.00043583222,0.99529666,0.000038978822],"about_ca_topic_score_codex":0.032093115,"about_ca_topic_score_gemma":0.03163628,"teacher_disagreement_score":0.03432134,"about_ca_system_score_codex":0.004774565,"about_ca_system_score_gemma":0.00939173,"threshold_uncertainty_score":0.11481631},"labels":[],"label_agreement":null},{"id":"W4408012043","doi":"10.1016/j.msom.2025.01.179","title":"Identifier la COMISA à l’aide de biomarqueurs EEG et de résultats auto-déclarés","year":2025,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Medicine","score_opus":0.02392667784691804,"score_gpt":0.3140757598210816,"score_spread":0.29014908197416356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408012043","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26331404,0.007617349,0.6472173,0.006108518,0.0042386763,0.00044666114,0.005819292,0.02206815,0.043169986],"genre_scores_gemma":[0.73912984,0.0033359632,0.21869914,0.0014075026,0.0020501767,0.00057133136,0.004486042,0.003556602,0.026763413],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99485624,0.001676212,0.00042398012,0.00082469423,0.0019377599,0.00028108087],"domain_scores_gemma":[0.9816233,0.009571522,0.00097480597,0.0024282017,0.0051223156,0.00027987824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053768684,0.001867726,0.0010397424,0.002291315,0.00063327176,0.0041597644,0.00093420886,0.0024711087,0.010866213],"category_scores_gemma":[0.026515162,0.00034309045,0.0011682693,0.0011317768,0.00082738156,0.002405544,0.0009812957,0.0016019035,0.006063344],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034295928,0.00056326715,0.03523138,0.0021207395,0.00066595885,0.003003079,0.0009416215,0.008324319,0.12987588,0.0067323404,0.026130324,0.78298146],"study_design_scores_gemma":[0.0008397913,0.0023889493,0.14574169,0.0013056911,0.0012281991,0.017709397,0.0014532782,0.18116786,0.44939333,0.028797643,0.16935419,0.0006199471],"about_ca_topic_score_codex":0.001876982,"about_ca_topic_score_gemma":0.0013159028,"teacher_disagreement_score":0.010866213,"about_ca_system_score_codex":0.00047453417,"about_ca_system_score_gemma":0.00072527386,"threshold_uncertainty_score":0.036351144},"labels":[],"label_agreement":null},{"id":"W4408012152","doi":"10.1016/j.msom.2025.01.129","title":"Essai contrôlé des effets de la thérapie cognitivocomportementale pour l’insomnie sur le sommeil et le fonctionnement diurne d’étudiants ayant un TDAH","year":2025,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke; Cégep de Jonquière; Université du Québec à Chicoutimi","funders":"","keywords":"Medicine; Humanities; Art","score_opus":0.010935145575922456,"score_gpt":0.2842335633100517,"score_spread":0.2732984177341292,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408012152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99310523,0.0034836011,0.0006987137,0.0003134395,0.00037628773,0.0004521108,0.0002920853,0.00006239319,0.0012162505],"genre_scores_gemma":[0.9901191,0.0016668566,0.0015443705,0.00027109278,0.0002617023,0.0008292208,0.0004308093,0.00001994532,0.004856979],"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","domain_scores_codex":[0.9995389,0.0001524587,0.000059839862,0.0001158074,0.000043887547,0.00008918087],"domain_scores_gemma":[0.9994173,0.0002940051,0.000056750006,0.000057628353,0.000038029437,0.00013636527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083229557,0.00055444794,0.0025943113,0.00036408714,0.00032350648,0.0005235486,0.0005797032,0.0010218774,0.0105508575],"category_scores_gemma":[0.0012204697,0.00028416363,0.0011421932,0.00022845223,0.00057510426,0.000712109,0.00030960707,0.0019602869,0.0007039607],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.81788534,0.02367267,0.00095027615,0.0007515231,0.0015841207,0.00010604074,0.0002525918,0.00052951346,0.046922617,0.00020574067,0.000502825,0.10663682],"study_design_scores_gemma":[0.33559567,0.61114347,0.015699023,0.0001968859,0.0022337912,0.00015310782,0.0002376855,0.0025381546,0.025990387,0.00032843108,0.005793925,0.00008945276],"about_ca_topic_score_codex":0.001638782,"about_ca_topic_score_gemma":0.0024230857,"teacher_disagreement_score":0.0105508575,"about_ca_system_score_codex":0.00037164715,"about_ca_system_score_gemma":0.00058200484,"threshold_uncertainty_score":0.035296142},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"randomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W4408012214","doi":"10.1016/j.msom.2025.01.043","title":"Validation internationale de la « Rem Sleep Behavior Disorder (RBD) Study Group – symptoms severity scale » (IRBD-SSS) : un nouvel instrument pour évalue","year":2025,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"REM sleep behavior disorder; SSS*; Sleep (system call); Psychology; Clinical psychology; Medicine; Psychiatry; Polysomnography; Internal medicine; Electroencephalography","score_opus":0.008708404063053813,"score_gpt":0.28670791608747276,"score_spread":0.27799951202441897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408012214","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9137825,0.006926582,0.024016894,0.0018988664,0.0014490153,0.007162008,0.014716206,0.00052369287,0.029524358],"genre_scores_gemma":[0.90962017,0.0022542852,0.040875606,0.0011548821,0.0003712483,0.011221516,0.024203727,0.00026723006,0.010031321],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9916857,0.0031334043,0.0015581338,0.000825178,0.00241667,0.00038097033],"domain_scores_gemma":[0.98344016,0.00513852,0.002644086,0.00126214,0.0065006004,0.0010145227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020408059,0.0009578793,0.0012568987,0.0025212886,0.0011010629,0.0014114502,0.0010339697,0.0010870844,0.0021395232],"category_scores_gemma":[0.021407314,0.00053816,0.0017811032,0.0011436271,0.00086659065,0.0010631938,0.0020328881,0.0014273035,0.0011511708],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011763561,0.0008342151,0.89131373,0.0005760784,0.0012935611,0.00011355521,0.0020452905,0.0008009114,0.0058074933,0.0007700835,0.00841758,0.086851224],"study_design_scores_gemma":[0.00019890848,0.0006616364,0.9862418,0.00021423899,0.0001443849,0.00018096683,0.0003931161,0.00058568205,0.0011949645,0.00017931673,0.009969607,0.000035235018],"about_ca_topic_score_codex":0.0072526224,"about_ca_topic_score_gemma":0.009615612,"teacher_disagreement_score":0.020408059,"about_ca_system_score_codex":0.0010363236,"about_ca_system_score_gemma":0.0023849527,"threshold_uncertainty_score":0.10792947},"labels":[],"label_agreement":null},{"id":"W4408012252","doi":"10.1016/j.msom.2025.01.028","title":"Relation dose-réponse entre niveau de protrusion mandibulaire et effort respiratoire résiduel dans le traitement par orthèse de l’apnée du sommeil","year":2025,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine","score_opus":0.011156459404884316,"score_gpt":0.28306084186645225,"score_spread":0.27190438246156795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408012252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9943404,0.0041166414,0.00063804066,0.00005738703,0.000018278086,0.000092511385,0.00013939006,0.000008081996,0.0005892676],"genre_scores_gemma":[0.9978806,0.0006580093,0.00065759127,0.00005842569,0.000036942354,0.0000885011,0.00013840174,0.000004443243,0.00047709132],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986601,0.0006279247,0.00010639219,0.0001749598,0.00035093172,0.000079621626],"domain_scores_gemma":[0.9948944,0.0033848619,0.00096335204,0.00023069151,0.0002614905,0.0002651642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018714393,0.00026745044,0.000852204,0.00020073373,0.00013502187,0.0003392929,0.00018293121,0.00055521424,0.001628435],"category_scores_gemma":[0.0040106247,0.00019212013,0.0006908499,0.00023632927,0.00030223568,0.00026437646,0.00020413053,0.00064962823,0.00018628224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.15254317,0.006114552,0.5270717,0.0013572319,0.0023570696,0.00040127066,0.0008000833,0.0030053884,0.120212644,0.0001278761,0.00044226382,0.1855667],"study_design_scores_gemma":[0.0014785771,0.14439012,0.83668995,0.00006787349,0.0006522398,0.00052579126,0.0001536213,0.0009750335,0.012688367,0.000053513428,0.002291091,0.000033960685],"about_ca_topic_score_codex":0.00048440354,"about_ca_topic_score_gemma":0.0010070297,"teacher_disagreement_score":0.0018714393,"about_ca_system_score_codex":0.00024597146,"about_ca_system_score_gemma":0.00026487373,"threshold_uncertainty_score":0.009897232},"labels":[],"label_agreement":null},{"id":"W4408013484","doi":"10.1016/j.msom.2025.01.030","title":"Rêve et épilepsie : une étude de cohorte transversale","year":2025,"lang":"fr","type":"article","venue":"Médecine du Sommeil","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine","score_opus":0.014076447403615437,"score_gpt":0.3166628044421049,"score_spread":0.30258635703848946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408013484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916918,0.0048097265,0.000708381,0.00022186257,0.000050866744,0.00004181579,0.001795606,0.000010124258,0.0006698587],"genre_scores_gemma":[0.9932863,0.0032333366,0.0006335998,0.0001535093,0.00006159096,0.00018016902,0.0012573526,0.000016392994,0.0011776771],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9979608,0.0006574372,0.00023249506,0.0005587467,0.00023442136,0.000356236],"domain_scores_gemma":[0.9963774,0.001327517,0.0011095835,0.0003951745,0.00041950727,0.00037071484],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024993906,0.000663224,0.0010949888,0.0018129495,0.0015237384,0.0019637574,0.0006758435,0.0012262593,0.002804352],"category_scores_gemma":[0.008201634,0.00092101446,0.0019893972,0.0026868377,0.00066922285,0.0022408841,0.0012817419,0.0013914012,0.00033060313],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000305554,0.000081774575,0.9937926,0.00009150033,0.0005799928,0.00026194382,0.00085215777,0.000049255723,0.0003307436,0.00018693661,0.00025500814,0.0032124282],"study_design_scores_gemma":[0.000042973577,0.00022579184,0.9958781,0.00011722196,0.00019573649,0.0009695192,0.0011346919,0.00010130272,0.00008224848,0.00008715202,0.0011447442,0.00002032993],"about_ca_topic_score_codex":0.06340321,"about_ca_topic_score_gemma":0.06330325,"teacher_disagreement_score":0.06340321,"about_ca_system_score_codex":0.0014871414,"about_ca_system_score_gemma":0.0023578238,"threshold_uncertainty_score":0.12606835},"labels":[],"label_agreement":null}]}