{"id":"W2810791231","doi":"10.1111/1742-6723.13126","title":"Deliberate clinical inertia: Using meta‐cognition to improve decision‐making","year":2018,"lang":"en","type":"article","venue":"Emergency Medicine Australasia","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Nothing; Cognition; Curriculum; Clinical decision making; Inertia; Clinical Practice; Focus (optics); Medical education; Management science; Cognitive psychology; Intensive care medicine; Psychiatry; Nursing; Epistemology; Psychology","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":[0.04388009,0.001682689,0.001682466,0.005490199,0.001301616,0.01198247,0.002641419,0.001606112,0.003935779],"category_scores_gemma":[0.1538402,0.0008720958,0.003048377,0.003168037,0.004392793,0.01593367,0.005400171,0.004107968,0.0004510184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003910839,"about_ca_system_score_gemma":0.006327737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003444019,"about_ca_topic_score_gemma":0.005718351,"domain_scores_codex":[0.9758278,0.0185111,0.001123489,0.001984539,0.002222366,0.0003307207],"domain_scores_gemma":[0.8251628,0.1511506,0.00826939,0.00944314,0.00428942,0.001684723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009400535,0.00109976,0.02718952,0.008473587,0.005106366,0.0002077244,0.04306839,0.01937098,0.001828455,0.07592995,0.00840092,0.8083843],"study_design_scores_gemma":[0.0007413177,0.00167114,0.02261182,0.009262451,0.005461408,0.000411369,0.01264764,0.09475169,0.004300792,0.8138822,0.03362612,0.0006320766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1669323,0.01940269,0.7322337,0.0331756,0.0006954265,0.002445945,0.0006007909,0.003437177,0.04107641],"genre_scores_gemma":[0.5629135,0.003674749,0.4291462,0.001680566,0.0001966483,0.001188109,0.0003058212,0.0001305449,0.0007638705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04388009,"threshold_uncertainty_score":0.2320629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7862743829016908,"score_gpt":0.6562585355309379,"score_spread":0.1300158473707529,"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."}}