{"id":"W4391613005","doi":"10.1177/21676968241230999","title":"Impact of Recovery Colleges in Postsecondary Institutions in Canada – Preliminary Findings","year":2024,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Shores Centre for Mental Health Sciences","funders":"","keywords":"Mental health; Psychology; Coping (psychology); Medical education; Postsecondary education; Exploratory research; Sample (material); Higher education; Applied psychology; Clinical psychology; Medicine; Sociology; Political science; Psychiatry","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":[0.002050877,0.0002148937,0.0003530542,0.0007625682,0.005769982,0.00242674,0.001507449,0.0004144702,0.002657153],"category_scores_gemma":[0.004179746,0.0002090714,0.0003831121,0.001159263,0.001585075,0.0007863321,0.004181233,0.001527567,0.0001709981],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03064942,"about_ca_system_score_gemma":0.08778748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.951258,"about_ca_topic_score_gemma":0.9883133,"domain_scores_codex":[0.9961861,0.0005050238,0.00009054559,0.0001550377,0.0007509877,0.00231231],"domain_scores_gemma":[0.9924058,0.0002878654,0.0006641634,0.000150498,0.001763102,0.004728548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005344319,0.002702702,0.7896815,0.0002652451,0.0000467777,0.0005201068,0.04438598,0.0003838547,0.001385255,0.001387112,0.003781013,0.1549261],"study_design_scores_gemma":[0.00002251403,0.0003607092,0.9022472,0.0001103499,0.00001643075,0.00006588119,0.09020242,0.0002401258,0.0003967771,0.0001082486,0.00620171,0.00002763214],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955551,0.000149828,0.00005599735,0.000771135,0.00001261929,0.0001362086,0.0001703549,0.000007567129,0.003141228],"genre_scores_gemma":[0.9976943,0.0002036785,0.0002187558,0.0002064733,0.000006155833,0.00003084567,0.0001271452,0.000002462034,0.00151014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9693506,"threshold_uncertainty_score":0.2223782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08609147537285951,"score_gpt":0.4083081337608149,"score_spread":0.3222166583879554,"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."}}