{"id":"W2540498536","doi":"10.7870/cjcmh-2016-033","title":"Empowering Adults in Recovery from Depression: A Community-Based Self-Management Group Program","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke; Université de Montréal; McGill University; Université du Québec à Montréal","funders":"","keywords":"Depression (economics); Self-management; Intervention (counseling); Mental health; Psychology; Clinical psychology; Session (web analytics); Self-help; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531171,0.0005071307,0.0004611564,0.0005538777,0.001670912,0.0005500674,0.0009167303,0.0007656486,0.002609217],"category_scores_gemma":[0.00184465,0.0002864845,0.0004893323,0.0003093813,0.0005552073,0.0005065242,0.003077214,0.001115661,0.0004411105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519454,"about_ca_system_score_gemma":0.00269006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001672802,"about_ca_topic_score_gemma":0.004780419,"domain_scores_codex":[0.9992878,0.000269686,0.00002946174,0.00008643579,0.00009434251,0.0002323927],"domain_scores_gemma":[0.9987256,0.0001477888,0.00006667287,0.00006417545,0.00005381249,0.0009419547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.006496699,0.2042708,0.02195792,0.0007783406,0.000132361,0.00124161,0.02039084,0.0007475098,0.01624065,0.000459404,0.007243131,0.7200407],"study_design_scores_gemma":[0.05209868,0.2539596,0.5508333,0.0009630951,0.0007181003,0.001891104,0.06202777,0.006587218,0.01429495,0.002985103,0.05335339,0.0002876534],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954323,0.00009407177,0.000516628,0.0005028751,0.0000651621,0.001687458,0.00002752359,0.00006671342,0.001607332],"genre_scores_gemma":[0.9864868,0.000376134,0.006850673,0.0004873133,0.00008836637,0.002854767,0.0001516091,0.000009204221,0.002695219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002609217,"threshold_uncertainty_score":0.008728743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802772893040942,"score_gpt":0.372822300342216,"score_spread":0.3347945714118066,"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."}}