{"id":"W2907469610","doi":"10.1177/0706743718815893","title":"Development and Evaluation of a Recovery College Fidelity Measure","year":2018,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Institute for Health and Care Research","keywords":"Checklist; Medical education; Psychology; Fidelity; Trainer; Content validity; Applied psychology; Computer science; Medicine; Psychometrics; Clinical psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.04221373,0.0005073274,0.0008144815,0.005318591,0.001294893,0.002163311,0.002165308,0.0007394369,0.002700104],"category_scores_gemma":[0.1165085,0.0004177044,0.001620735,0.002601009,0.0007883079,0.002741169,0.003403804,0.001299587,0.0005739423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005210651,"about_ca_system_score_gemma":0.01136308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006584318,"about_ca_topic_score_gemma":0.009770382,"domain_scores_codex":[0.9661532,0.01210201,0.007151995,0.001086729,0.01252174,0.0009842437],"domain_scores_gemma":[0.8618674,0.03295403,0.01679044,0.004819122,0.08022152,0.003347534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004299068,0.001105685,0.2435104,0.002537758,0.0002268321,0.0001314737,0.004813236,0.002586085,0.002345955,0.003627109,0.01022343,0.7284622],"study_design_scores_gemma":[0.0004845257,0.00779987,0.8613234,0.006389147,0.0005153155,0.0009507027,0.01444923,0.01966261,0.01298033,0.004002264,0.07102013,0.000422547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6186574,0.002146402,0.2705095,0.003968385,0.0005662913,0.04985377,0.007563852,0.001441504,0.04529279],"genre_scores_gemma":[0.6322268,0.001012853,0.3313956,0.0004728636,0.00008667901,0.02517555,0.005813801,0.0001140802,0.003701716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04221373,"threshold_uncertainty_score":0.2232502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.240639595408687,"score_gpt":0.41424022190746,"score_spread":0.173600626498773,"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."}}