{"id":"W4224140884","doi":"10.20944/preprints202204.0127.v1","title":"CONFERD-HP: Recommendations for Reporting COmpeteNcy FramEwoRk Development in Healthcare Professions","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada; The Wilson Centre; University of Toronto","funders":"","keywords":"Checklist; Medical education; Core competency; Terminology; Health care; Delphi method; Psychology; Quality (philosophy); Popularity; Knowledge management; Medicine; Business; Computer science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5965294,0.004310722,0.004549028,0.03275788,0.006412835,0.02026396,0.0154434,0.01442283,0.017771],"category_scores_gemma":[0.8061587,0.006006871,0.01267695,0.02265366,0.006400018,0.02494328,0.02327816,0.0156891,0.0193543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01949458,"about_ca_system_score_gemma":0.0934197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02610827,"about_ca_topic_score_gemma":0.01931277,"domain_scores_codex":[0.3028244,0.3580238,0.259801,0.006177438,0.06682349,0.006349816],"domain_scores_gemma":[0.1167864,0.392765,0.09255832,0.06151769,0.3258569,0.01051571],"domain_codex":"methods","domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003000636,0.0006866166,0.007537571,0.02266663,0.0003299274,0.00031864,0.007396841,0.001603312,0.001166864,0.01625045,0.667479,0.2742641],"study_design_scores_gemma":[0.001041885,0.0005778129,0.01485493,0.07499487,0.0004064796,0.0005778389,0.01031481,0.004090389,0.004128,0.02393536,0.8641762,0.0009013723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006647538,0.008996195,0.4838134,0.1773023,0.02212695,0.1741679,0.05565796,0.02619319,0.04509445],"genre_scores_gemma":[0.007411936,0.003702935,0.8149446,0.01119347,0.0009146877,0.1353667,0.01967583,0.001796355,0.004993416],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4034706,"threshold_uncertainty_score":0.4975511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6339183389222239,"score_gpt":0.6119693692554085,"score_spread":0.02194896966681548,"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."}}