{"id":"W2230818777","doi":"10.26443/ijwpc.v1i1.59","title":"Doctor, You Can Be Less Error Prone Right Now","year":2014,"lang":"en","type":"article","venue":"International Journal of Whole Person Care","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Patience; Certainty; Psychology; Social psychology; Medicine; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.006127905,0.0005715526,0.000822542,0.001080793,0.003435169,0.004584786,0.0008079284,0.005523052,0.03630579],"category_scores_gemma":[0.05827241,0.0003487713,0.0006729824,0.00040484,0.007407813,0.007997972,0.003193709,0.009200533,0.02504795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001263385,"about_ca_system_score_gemma":0.002786756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001601095,"about_ca_topic_score_gemma":0.001914388,"domain_scores_codex":[0.993895,0.002772807,0.0003488029,0.0007235453,0.001840554,0.0004192778],"domain_scores_gemma":[0.9755213,0.00663175,0.002935253,0.002576668,0.006947224,0.005387704],"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":[0.0002496727,0.0003980923,0.009554822,0.0008121427,0.0001189487,0.001970332,0.01079719,0.0001864335,0.00222917,0.02604556,0.7674164,0.1802212],"study_design_scores_gemma":[0.0001176304,0.0003065275,0.006172825,0.001966577,0.00007901822,0.01063704,0.01255875,0.0002363166,0.001165103,0.05464927,0.9119661,0.0001448196],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.009652712,0.01288761,0.008672599,0.8956619,0.01612401,0.00006261344,0.0001389858,0.0005156168,0.05628401],"genre_scores_gemma":[0.2377362,0.02289601,0.0340394,0.5788577,0.01322057,0.00018277,0.0002841169,0.0006424076,0.1121408],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03630579,"threshold_uncertainty_score":0.121455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03460974860018037,"score_gpt":0.3486504110823165,"score_spread":0.3140406624821361,"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."}}