{"id":"W2914638764","doi":"10.1016/j.healthplace.2019.01.008","title":"Recovery from severe mental illness in Québec: The role of culture and place","year":2019,"lang":"en","type":"article","venue":"Health & Place","topic":"Community Health and Development","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Mental illness; Leverage (statistics); Meaning (existential); Cultural heritage; Psychology; Sociology; Social psychology; Mental health; Psychiatry; Geography; Psychotherapist","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00118418,0.0001607469,0.0003897858,0.00006437322,0.0006548947,0.000005720312,0.0002158485,0.0001760532,0.0005118523],"category_scores_gemma":[0.0001073145,0.0001164436,0.00002771841,0.0001871651,0.00003739631,0.0001036647,0.0002307333,0.001007465,0.0001875456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006016915,"about_ca_system_score_gemma":0.002941701,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1468721,"about_ca_topic_score_gemma":0.1764633,"domain_scores_codex":[0.9973597,0.0009724308,0.0006407038,0.0002373592,0.0002374139,0.0005523859],"domain_scores_gemma":[0.9977047,0.001276447,0.0003132318,0.0004332755,0.00005037316,0.0002219294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001890088,0.0002239274,0.5484019,0.001811518,0.0000396808,0.000002303258,0.3154698,0.00005482641,0.00007761567,0.0007767956,0.08804905,0.04320253],"study_design_scores_gemma":[0.002012654,0.000167763,0.1034126,0.0008168223,0.000003687314,0.000004350895,0.08743051,0.0002741587,0.00001150761,0.000464036,0.8052006,0.0002013167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9670378,0.008299123,0.000001834412,0.01613383,0.0005532882,0.001872713,0.0001118188,0.00003534679,0.005954226],"genre_scores_gemma":[0.972598,0.003977843,0.0004444149,0.01543663,0.0000962347,0.0001433064,0.000110765,0.00003093381,0.007161853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7171516,"threshold_uncertainty_score":0.8588089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01664008700792577,"score_gpt":0.3429041680965826,"score_spread":0.3262640810886569,"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."}}