{"id":"W3098609939","doi":"10.1111/medu.14416","title":"How do cognitive processes influence script concordance test responses?","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology; Test (biology); Cognition; Deliberation; Concordance; Comprehension; Social psychology; Cognitive psychology; Scripting language; Process (computing); Applied psychology; Developmental psychology; Computer science; Medicine","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":[0.09603551,0.0005190735,0.0004672116,0.002196942,0.001032514,0.004516818,0.001233393,0.0009839517,0.002842937],"category_scores_gemma":[0.5001572,0.000478248,0.0008813769,0.001801282,0.003597388,0.003121293,0.002170013,0.001045127,0.000715269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002362042,"about_ca_system_score_gemma":0.003568055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002155074,"about_ca_topic_score_gemma":0.002112452,"domain_scores_codex":[0.8645515,0.09781015,0.01070547,0.004971872,0.01924056,0.002720388],"domain_scores_gemma":[0.3572347,0.5411785,0.06355931,0.00991021,0.02591846,0.002198807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001662369,0.0003588059,0.6871411,0.001360317,0.0004236643,0.0007641099,0.1426789,0.001089075,0.002994113,0.003159069,0.001880627,0.1564879],"study_design_scores_gemma":[0.0001523488,0.001293381,0.8666545,0.002249474,0.0003497617,0.001987057,0.08407364,0.008737258,0.009265147,0.01326452,0.0117002,0.0002726899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694859,0.0009434583,0.01768639,0.002582357,0.0001531523,0.0005773593,0.0001967185,0.0001140727,0.008260642],"genre_scores_gemma":[0.9926311,0.0002434061,0.005994351,0.0002932568,0.00004308382,0.0003638894,0.000107961,0.00005640623,0.0002666555],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09603551,"threshold_uncertainty_score":0.5078904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02433325861366146,"score_gpt":0.3671796470101572,"score_spread":0.3428463883964957,"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."}}