{"id":"W1967584589","doi":"10.1007/s10459-012-9388-6","title":"Cardiac examination and the effect of dual-processing instruction in a cardiopulmonary simulator","year":2012,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia; University Health Network","funders":"Royal College of Physicians and Surgeons of Canada","keywords":"Dual (grammatical number); Computer science; Cognition; Medical physics; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001697549,0.0004597873,0.0004474705,0.000298823,0.0002142423,0.0005692293,0.0005795333,0.0007576145,0.002241709],"category_scores_gemma":[0.02328352,0.0002494089,0.0002010912,0.0001181852,0.0006625556,0.0005176631,0.0009678925,0.001000994,0.0001855061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002720706,"about_ca_system_score_gemma":0.0006347688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004782102,"about_ca_topic_score_gemma":0.0005904923,"domain_scores_codex":[0.9985391,0.000715212,0.0001228725,0.0002031048,0.0002776358,0.0001422169],"domain_scores_gemma":[0.9606004,0.0312289,0.003711493,0.001181846,0.0007302848,0.002547204],"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":[0.1533198,0.1219792,0.09309404,0.001365385,0.0006416338,0.0006932359,0.004794098,0.00832495,0.3012288,0.00113569,0.0008194562,0.3126038],"study_design_scores_gemma":[0.008023185,0.4013891,0.4354336,0.0004709035,0.001075776,0.0005914483,0.001454578,0.02940835,0.1165045,0.002462347,0.002975225,0.0002110178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992861,0.00003441115,0.00027944,0.00002812086,0.000008208945,0.00002903759,0.00000505294,0.000008477412,0.000321118],"genre_scores_gemma":[0.9959148,0.00007837416,0.003251465,0.00006391962,0.00001396674,0.00007854505,0.00002072229,0.000006040622,0.0005720668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002241709,"threshold_uncertainty_score":0.008977652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281897661941626,"score_gpt":0.394585856172095,"score_spread":0.3817668795526787,"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."}}