{"id":"W3119025104","doi":"10.1007/s10459-020-10023-w","title":"Intuitive and deliberative approaches for diagnosing ‘well’ versus ‘unwell’: evidence from eye tracking, and potential implications for training","year":2021,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Radiology practices and education","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Scrutiny; Recall; Cognitive psychology; Dissociation (chemistry); Psychology; Dual process theory (moral psychology); Deliberation; Process (computing); MEDLINE; Medicine; Computer science; Cognition; Psychiatry","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":[0.06803492,0.0009665544,0.0007788768,0.002589294,0.00174975,0.006179414,0.00211372,0.004185361,0.005407039],"category_scores_gemma":[0.3554047,0.0007882238,0.001006905,0.001493674,0.007081436,0.009651635,0.003656167,0.004194594,0.0006720079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002067197,"about_ca_system_score_gemma":0.005123469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006243649,"about_ca_topic_score_gemma":0.007327764,"domain_scores_codex":[0.9409239,0.03938906,0.004281254,0.003923293,0.009904074,0.001578278],"domain_scores_gemma":[0.4750041,0.466582,0.03535732,0.01123878,0.0101246,0.001693178],"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":[0.006603844,0.002566289,0.2251036,0.01102651,0.001718774,0.0004882361,0.07223981,0.003928593,0.003665782,0.04637173,0.008104996,0.6181819],"study_design_scores_gemma":[0.002470628,0.004096686,0.505554,0.02831035,0.002381623,0.002739547,0.07696324,0.01799008,0.01132243,0.3011664,0.04554462,0.001460434],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529288,0.02670545,0.07599729,0.0343692,0.001811005,0.001733969,0.0008076605,0.0004019859,0.1052447],"genre_scores_gemma":[0.9644517,0.003792016,0.02465042,0.005036479,0.0002130176,0.0005089961,0.0001224074,0.00006609931,0.001158799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06803492,"threshold_uncertainty_score":0.3598073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1814142822136011,"score_gpt":0.4825404664672917,"score_spread":0.3011261842536905,"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."}}