{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00105647,0.0002520091,0.0004025871,0.0008344524,0.008409955,0.003084425,0.001707481,0.001097121,0.005879112],"category_scores_gemma":[0.003113068,0.0002041105,0.0004533713,0.002239992,0.002689146,0.001507952,0.002162373,0.001786552,0.0002871332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05044442,"about_ca_system_score_gemma":0.05655478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931781,"about_ca_topic_score_gemma":0.9976798,"domain_scores_codex":[0.998683,0.0003689822,0.00003893296,0.00006378709,0.0001342174,0.0007111049],"domain_scores_gemma":[0.9972301,0.0003458095,0.0003890523,0.0000550437,0.0006788675,0.001301026],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005431747,0.0007916014,0.7751325,0.0004762211,0.0001643991,0.001276329,0.07542748,0.0007738431,0.0005938163,0.005647908,0.0235113,0.1156614],"study_design_scores_gemma":[0.00002493137,0.00009878141,0.8822923,0.0004340459,0.00004262082,0.0001261559,0.1065832,0.0004343987,0.00006183169,0.0004614513,0.009387349,0.00005296422],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687753,0.003586123,0.0001737148,0.01383879,0.0001296042,0.00006834527,0.0007528136,0.00001247916,0.01266285],"genre_scores_gemma":[0.9945878,0.001405439,0.0001319491,0.0007957338,0.00001704595,0.00002508173,0.0002140799,0.000006299123,0.002816566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05044442,"threshold_uncertainty_score":0.3660015,"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."}}