{"id":"W2331648427","doi":"10.1503/cmaj.141558","title":"Recovery from severe mental illness","year":2015,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Douglas Mental Health University Institute","funders":"","keywords":"Mental illness; Mental health; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001751251,0.0003137926,0.0004010956,0.0004914791,0.002157838,0.001572692,0.0007962993,0.00113821,0.004477174],"category_scores_gemma":[0.006507675,0.00007308235,0.000707849,0.0003951819,0.002884756,0.00175141,0.006774408,0.003424282,0.001055383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154363,"about_ca_system_score_gemma":0.004576097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004195182,"about_ca_topic_score_gemma":0.009719999,"domain_scores_codex":[0.9979939,0.0006286909,0.0001313683,0.0001065417,0.0003416237,0.0007977812],"domain_scores_gemma":[0.997689,0.0001894863,0.000334114,0.0001743217,0.0003507758,0.001262359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004390312,0.000788536,0.02212002,0.001406551,0.0001721556,0.003550643,0.01335956,0.0009267742,0.001581216,0.1588982,0.1870699,0.6096875],"study_design_scores_gemma":[0.000174405,0.00157316,0.08892787,0.005401433,0.0001064165,0.01005805,0.03698077,0.0009919778,0.001005874,0.1753519,0.6792594,0.0001687977],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2515176,0.03261628,0.0130825,0.2215313,0.005749992,0.0008201423,0.0007940211,0.0002979264,0.4735902],"genre_scores_gemma":[0.924761,0.01597351,0.003907779,0.02833464,0.001546406,0.0002714296,0.0008783723,0.00004815326,0.02427856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004477174,"threshold_uncertainty_score":0.01497763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007539220176377,"score_gpt":0.3695609221609913,"score_spread":0.2688070001433536,"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."}}