{"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,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Philosophy; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1730318,0.003819061,0.005514363,0.01733847,0.003005967,0.0134055,0.009708989,0.004174124,0.01047372],"category_scores_gemma":[0.4429352,0.002514032,0.01068751,0.01265239,0.005145278,0.01127505,0.003267216,0.005835959,0.002082018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007975505,"about_ca_system_score_gemma":0.007898084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05017653,"about_ca_topic_score_gemma":0.03455992,"domain_scores_codex":[0.8587015,0.09190129,0.01610842,0.01465901,0.01677614,0.001853682],"domain_scores_gemma":[0.2871359,0.6499665,0.01422064,0.01607846,0.03141785,0.00118066],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001028277,0.0001898501,0.7823988,0.003898602,0.01474221,0.0001963138,0.00396725,0.002518589,0.0005204362,0.006874011,0.008751283,0.1749144],"study_design_scores_gemma":[0.0006695524,0.001649224,0.8466355,0.01450647,0.01379242,0.002186859,0.005511725,0.04046702,0.002898674,0.02452517,0.04635591,0.0008015511],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5342763,0.194166,0.1800833,0.03270485,0.007200386,0.001303915,0.0180123,0.002568082,0.02968487],"genre_scores_gemma":[0.9090049,0.01071208,0.06739111,0.002302183,0.001499959,0.001252267,0.004197313,0.0005712911,0.003068923],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8269682,"threshold_uncertainty_score":0.9150904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02497876115368527,"score_gpt":0.3211937059444877,"score_spread":0.2962149447908024,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}