{"id":"W2091766650","doi":"10.1111/j.1365-2753.2005.00599.x","title":"Diagnosis: contemporary medical hubris; Rx: a tincture of humility","year":2005,"lang":"en","type":"article","venue":"Journal of Evaluation in Clinical Practice","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Hubris; Humility; Medicine; Psychological intervention; Alternative medicine; Health care; Public relations; Engineering ethics; Nursing; Political science; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2092777,0.0002025804,0.001039658,0.0002506648,0.0002080734,0.00001375919,0.0004763136,0.000961013,0.003981359],"category_scores_gemma":[0.5719808,0.0001641803,0.0002909314,0.0004906359,0.0002387367,0.002198262,0.0001679802,0.006079669,0.0002068218],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004956246,"about_ca_system_score_gemma":0.008977638,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004535353,"about_ca_topic_score_gemma":0.0006972449,"domain_scores_codex":[0.9360287,0.04872479,0.009880909,0.0004177176,0.004486123,0.0004618026],"domain_scores_gemma":[0.8479716,0.1315848,0.01185334,0.0007270771,0.007099746,0.0007634371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003814165,0.004605728,0.6962858,0.0005605857,0.0002745978,0.0001157651,0.004315103,0.00008637994,0.000006870293,0.0006788681,0.1065519,0.1827042],"study_design_scores_gemma":[0.007014244,0.0008645525,0.4689762,0.001577823,0.0003228661,0.00006570016,0.006660142,0.001505405,0.00001046063,0.002301601,0.5104805,0.0002204694],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6664231,0.006190183,0.0003393592,0.3064315,0.003886456,0.00150622,0.00001094255,0.00002343322,0.01518881],"genre_scores_gemma":[0.9598466,0.002351348,0.005054469,0.02963498,0.002942247,0.00006858099,0.000005462836,0.00002485515,0.00007141177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039285,"threshold_uncertainty_score":0.9969291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8224514143771613,"score_gpt":0.7191767203468257,"score_spread":0.1032746940303356,"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."}}