{"id":"W4394302996","doi":"10.6084/m9.figshare.21517003","title":"Evaluating recovery colleges: a co-created scoping review","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","funders":"","keywords":"Computer science; Data science; Environmental science","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2405392,0.002517487,0.006874507,0.05486208,0.00427486,0.01611212,0.005228403,0.005853523,0.006911761],"category_scores_gemma":[0.5080149,0.00255645,0.007315302,0.03945728,0.004921369,0.01565026,0.01438201,0.004996898,0.0020114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01822293,"about_ca_system_score_gemma":0.06854979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00709583,"about_ca_topic_score_gemma":0.02195032,"domain_scores_codex":[0.7236332,0.1676148,0.0640008,0.006946765,0.03532375,0.002480786],"domain_scores_gemma":[0.4377907,0.4255766,0.03217107,0.02228237,0.07923393,0.00294533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002207114,0.0001365203,0.001408388,0.5961929,0.003468472,0.0004525824,0.01254134,0.001131473,0.0006990914,0.01225025,0.02519263,0.3463057],"study_design_scores_gemma":[0.00007288834,0.0000934419,0.0008032856,0.9058818,0.003247024,0.00016629,0.003227911,0.0002888236,0.0002822417,0.003631438,0.0822358,0.0000690754],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.01003862,0.8374479,0.03653958,0.03119931,0.008284043,0.04789865,0.005095437,0.0005176303,0.02297885],"genre_scores_gemma":[0.07566048,0.7285508,0.111691,0.007341514,0.001403386,0.06697075,0.004391839,0.000458365,0.003531937],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.2405392,"threshold_uncertainty_score":0.9365504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3080667899887511,"score_gpt":0.5818514154333528,"score_spread":0.2737846254446017,"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."}}