{"id":"W4375847331","doi":"10.22605/rrh7592","title":"Developing conceptually sound items for a clinical courage questionnaire","year":2023,"lang":"en","type":"article","venue":"Rural and Remote Health","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; University of Alberta; Alberta Health Services","funders":"","keywords":"Courage; Psychology; Questionnaire; Adaptability; Structural equation modeling; Applied psychology; Medical education; Medicine; Computer science; Sociology; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.01896834,0.0003861146,0.0004236188,0.00152786,0.0006075771,0.001154892,0.0008142883,0.0006134839,0.004604958],"category_scores_gemma":[0.04616605,0.0002814504,0.0005392781,0.0009700269,0.0009138972,0.001384575,0.001402513,0.001307927,0.001160634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001248873,"about_ca_system_score_gemma":0.003439215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005026016,"about_ca_topic_score_gemma":0.0008503088,"domain_scores_codex":[0.9911023,0.005368146,0.001265275,0.0002729359,0.001685496,0.0003058121],"domain_scores_gemma":[0.9621637,0.02209138,0.003476158,0.001555982,0.009320625,0.001392046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006896283,0.002448228,0.1976614,0.002187877,0.0001073374,0.0005121853,0.02756258,0.003643494,0.0121739,0.01511408,0.03135818,0.7065412],"study_design_scores_gemma":[0.0009520025,0.009933361,0.664597,0.002796969,0.000174414,0.001770925,0.03676344,0.02767298,0.01680943,0.03137716,0.2066934,0.000458912],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7257,0.0004960545,0.2018882,0.00586094,0.0005280382,0.04214478,0.002881204,0.001057543,0.01944326],"genre_scores_gemma":[0.5126904,0.0004091995,0.4546654,0.0006382636,0.00008957001,0.02723638,0.001964137,0.00007545076,0.002231207],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01896834,"threshold_uncertainty_score":0.1003153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109122587477777,"score_gpt":0.4778030083877363,"score_spread":0.3686804209099592,"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."}}