{"id":"W2993877771","doi":"10.1016/j.jad.2019.11.135","title":"Prevalence of depressive, bipolar and adjustment disorders, in Quebec, Canada","year":2019,"lang":"en","type":"article","venue":"Journal of Affective Disorders","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de Santé Publique du Québec; Hôpital Louis-H Lafontaine; Université de Montréal; Institut Universitaire en Santé Mentale de Québec; McGill University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Mood disorders; Bipolar disorder; Prevalence of mental disorders; Anxiety; Psychiatry; Population; Mood; Major depressive episode; Major depressive disorder; Medicine; Prevalence; Depression (economics); National Comorbidity Survey; Clinical psychology; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004889875,0.0003239114,0.0004096342,0.001745631,0.002932056,0.001416149,0.001184599,0.0006618614,0.00446939],"category_scores_gemma":[0.001786442,0.0003989065,0.0007304734,0.003424967,0.000645013,0.0004514182,0.0006146825,0.0006951556,0.0003368706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0247008,"about_ca_system_score_gemma":0.02252793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9977747,"about_ca_topic_score_gemma":0.9987043,"domain_scores_codex":[0.9993517,0.00006134852,0.00008007821,0.0001144214,0.0001889145,0.0002035844],"domain_scores_gemma":[0.99808,0.0001120763,0.0003130567,0.00003381763,0.0009600591,0.0005009707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008337709,0.00004387179,0.9911178,0.00007081219,0.0001066962,0.0001080781,0.0005511728,0.0001100431,0.0002081334,0.0001481139,0.002669683,0.004782231],"study_design_scores_gemma":[0.00001163463,0.0000152118,0.9973793,0.00004537164,0.00002949108,0.00007490226,0.001100714,0.0002191184,0.00002890975,0.00001570912,0.001068556,0.00001105086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726724,0.003477662,0.0001940805,0.001131417,0.00006188881,0.00008880766,0.01577558,0.00003820783,0.006559946],"genre_scores_gemma":[0.992496,0.001232152,0.0002820267,0.0003239344,0.00001367538,0.00003657872,0.002288347,0.000008608922,0.0033186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0247008,"threshold_uncertainty_score":0.1792178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003199031218077827,"score_gpt":0.2232161229406588,"score_spread":0.220017091722581,"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."}}