{"id":"W2725288271","doi":"10.7202/1040247ar","title":"Santé mentale : concepts, mesures et déterminants","year":2017,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Douglas Mental Health University Institute; Centre Hospitalier de l’Université de Montréal; University of Toronto","funders":"","keywords":"Humanities; Psychology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00365895,0.0007676942,0.001120925,0.0001671964,0.006503144,0.0001424786,0.001353775,0.001106885,0.006726953],"category_scores_gemma":[0.0005822128,0.0007692704,0.000332461,0.0001184461,0.001865946,0.0009154808,0.0007053764,0.002075515,0.005972433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002197434,"about_ca_system_score_gemma":0.005081152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3160849,"about_ca_topic_score_gemma":0.2808347,"domain_scores_codex":[0.990981,0.003155721,0.00150621,0.001239331,0.0006244554,0.002493307],"domain_scores_gemma":[0.99427,0.00123937,0.001211479,0.00221612,0.0001138154,0.0009492355],"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":[0.0002759184,0.001034069,0.2264401,0.001397204,0.0002514368,0.0004003515,0.07784901,0.000001022176,0.00154732,0.003156324,0.1132285,0.5744187],"study_design_scores_gemma":[0.00395066,0.0004378563,0.4798004,0.002034223,0.0001607856,0.0000807203,0.01944067,0.00004466904,0.001070438,0.0008247196,0.4913641,0.0007907785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7647585,0.01123958,0.000060524,0.02874975,0.01499806,0.001854773,0.0004095678,0.0001448928,0.1777844],"genre_scores_gemma":[0.9413498,0.005959513,0.0003756584,0.01166447,0.00255775,0.0001614882,0.00007314661,0.0001509015,0.03770729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5736279,"threshold_uncertainty_score":0.9994758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051287605952313,"score_gpt":0.4913299866081375,"score_spread":0.4408171105486143,"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."}}