{"id":"W4308550683","doi":"10.1080/09638237.2022.2140788","title":"Evaluating recovery colleges: a co-created scoping review","year":2022,"lang":"en","type":"article","venue":"Journal of Mental Health","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ontario Shores Centre for Mental Health Sciences; Centre for Addiction and Mental Health","funders":"Canadian Institutes of Health Research","keywords":"Psychology; Medical education; Nursing; Medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2506968,0.002475898,0.007362037,0.05896239,0.004549585,0.01746154,0.005436722,0.006403591,0.004241158],"category_scores_gemma":[0.5175791,0.002749073,0.006741675,0.04014903,0.005778559,0.01608206,0.0151034,0.005429729,0.00116368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02346243,"about_ca_system_score_gemma":0.08232398,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007854302,"about_ca_topic_score_gemma":0.02225365,"domain_scores_codex":[0.7028276,0.1780514,0.07053401,0.007520371,0.03828169,0.002784861],"domain_scores_gemma":[0.3983714,0.461402,0.03509801,0.01914001,0.08292124,0.003067374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002298819,0.000142707,0.001747817,0.5974111,0.003461806,0.0005019488,0.01676785,0.001136732,0.0005696163,0.01023393,0.01424788,0.3535488],"study_design_scores_gemma":[0.00005123531,0.00009220704,0.000809534,0.9461666,0.003015528,0.0001620465,0.004442002,0.0002965509,0.0002433995,0.002375713,0.04228843,0.00005677396],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009119761,0.9093266,0.0214272,0.01773759,0.004451871,0.02314667,0.001946404,0.0002377971,0.01260616],"genre_scores_gemma":[0.08961509,0.7972284,0.06725138,0.005277208,0.00094694,0.03544164,0.002188746,0.0002289823,0.001821515],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2506968,"threshold_uncertainty_score":0.9240242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4386871852027111,"score_gpt":0.5861408594673996,"score_spread":0.1474536742646885,"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."}}