{"id":"W1824630625","doi":"10.1007/s12630-014-0194-x","title":"The aging anesthesiologist: a narrative review and suggested strategies","year":2014,"lang":"en","type":"review","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Anesthesiology; Medicine; Competence (human resources); Workforce; Complaint; Patient safety; Adverse effect; Aging in the American workforce; Family medicine; Psychology; Psychiatry; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00673341,0.0008255366,0.003382431,0.0008060058,0.004337225,0.00008917751,0.001519327,0.000775746,0.0001733649],"category_scores_gemma":[0.001932647,0.0005078455,0.0006946837,0.0007560151,0.000884602,0.0004503976,0.00002763089,0.004590188,0.00006503343],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001315669,"about_ca_system_score_gemma":0.03062257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001655638,"about_ca_topic_score_gemma":0.01348451,"domain_scores_codex":[0.9904197,0.003634752,0.003311029,0.0004044888,0.0005980856,0.001631907],"domain_scores_gemma":[0.9867459,0.001865022,0.006246228,0.0005832304,0.00124578,0.003313835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008521447,0.00004923159,0.000352752,0.07524268,0.001524303,0.2879522,0.02109899,0.00002285834,8.964489e-8,0.005863557,0.1650818,0.4427263],"study_design_scores_gemma":[0.0001947457,0.000256666,0.00006339407,0.03434281,0.0009199161,0.3611647,0.002768735,5.855993e-7,5.418655e-9,0.0001431212,0.5998355,0.0003098046],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002915151,0.9858234,0.00001162229,0.01132731,0.0007056585,0.001101963,0.00001020891,0.00001609857,0.0007122623],"genre_scores_gemma":[0.0006207066,0.9959286,0.00005760029,0.000673286,0.001052035,0.00005759975,0.00002670601,0.0001034287,0.001480013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4424165,"threshold_uncertainty_score":0.9997373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05204843796766503,"score_gpt":0.372436372913004,"score_spread":0.320387934945339,"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."}}