{"id":"W2733428178","doi":"10.7202/1040240ar","title":"Santé mentale des populations : un court fleuve tranquille","year":2017,"lang":"fr","type":"article","venue":"Santé mentale au Québec","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0133689,0.001745702,0.002124541,0.002144488,0.005680367,0.01045124,0.002575977,0.01544243,0.02162865],"category_scores_gemma":[0.02153544,0.0007725651,0.001996659,0.003080683,0.0061653,0.007852277,0.004142367,0.01959518,0.002739404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06951686,"about_ca_system_score_gemma":0.1313485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9348717,"about_ca_topic_score_gemma":0.947298,"domain_scores_codex":[0.9895717,0.002059799,0.0006334067,0.0009684018,0.003721763,0.003045098],"domain_scores_gemma":[0.9797462,0.003627383,0.0007152481,0.0009714205,0.009754918,0.005184864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001875093,0.00008797448,0.002731953,0.0007830543,0.0001157288,0.0005184229,0.001337814,0.0005972857,0.0006894855,0.05435576,0.8408895,0.09770541],"study_design_scores_gemma":[0.00008341635,0.0000482984,0.0102664,0.002155684,0.00005787777,0.0002497552,0.001673544,0.0004777267,0.0001728234,0.005981342,0.9787301,0.0001030574],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002724028,0.1048003,0.001601433,0.8363711,0.0350643,0.00005536437,0.001175824,0.0001796838,0.01802801],"genre_scores_gemma":[0.1165967,0.1518978,0.01118521,0.4654629,0.03426014,0.0003744176,0.002684254,0.0004278055,0.2171108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9348717,"threshold_uncertainty_score":0.5043825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07864042188746179,"score_gpt":0.4242753746774867,"score_spread":0.3456349527900249,"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."}}