{"id":"W2019963249","doi":"10.1097/acm.0000000000000121","title":"Deciding About Fast and Slow Decisions","year":2013,"lang":"en","type":"letter","venue":"Academic Medicine","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Viewpoints; Interdependence; Reductionism; Fidelity; Computer science; Process (computing); Reflexivity; Management science; Psychology; Data science; Epistemology; Cognitive psychology; Sociology","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":[0.008971012,0.0005895194,0.0009261514,0.0007794243,0.004497673,0.003383299,0.002209741,0.03298374,0.003303198],"category_scores_gemma":[0.08850006,0.0004848856,0.001029058,0.0006686453,0.004652305,0.003630368,0.001478011,0.02849774,0.002420997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005087231,"about_ca_system_score_gemma":0.004692645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003755089,"about_ca_topic_score_gemma":0.008034966,"domain_scores_codex":[0.9908407,0.004301295,0.001057082,0.0008327333,0.001877756,0.001090485],"domain_scores_gemma":[0.9517844,0.03717795,0.002493166,0.001007393,0.005538644,0.00199845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005850649,0.0000356522,0.001346423,0.00009461078,0.000015577,0.003874755,0.001143961,0.00007226255,0.0001165799,0.008860864,0.9630723,0.02130854],"study_design_scores_gemma":[0.0001439148,0.000088208,0.002131928,0.0008534086,0.00004899571,0.01665265,0.003977735,0.001147782,0.0004828891,0.03271195,0.9416417,0.000118806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007909293,0.0009150233,0.0003648789,0.9778689,0.01797433,0.0000130691,0.00001416192,0.00001431094,0.002044387],"genre_scores_gemma":[0.01562608,0.001619713,0.0007302316,0.9207506,0.05896274,0.00005393798,0.00001766781,0.00002331394,0.002215802],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03298374,"threshold_uncertainty_score":0.04744381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039191995923042,"score_gpt":0.3682380411498197,"score_spread":0.3078461211905893,"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."}}