{"id":"W2258942537","doi":"10.1016/j.cjca.2024.06.019","title":"The Standard You Walk Past Is the Standard You Accept","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Perioperative nursing; Medicine; Perioperative; Context (archaeology); Consistency (knowledge bases); Meaning (existential); Nursing; Specialty; Medical education; Public relations; Family medicine; Psychology; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01773719,0.0006751357,0.001603943,0.001722083,0.008751277,0.01637204,0.002161224,0.01384753,0.07371266],"category_scores_gemma":[0.1362076,0.0006089204,0.001505414,0.0009512302,0.009867492,0.0112005,0.008132794,0.02908793,0.06124545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004494408,"about_ca_system_score_gemma":0.02330743,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008941,"about_ca_topic_score_gemma":0.01327863,"domain_scores_codex":[0.964509,0.006237495,0.001978477,0.001875586,0.02122808,0.00417129],"domain_scores_gemma":[0.8924051,0.008340561,0.00409336,0.004990716,0.04100343,0.04916684],"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":[0.00002616663,0.0001297474,0.001476915,0.00009289509,0.00002278549,0.0002139651,0.0004955584,0.00004290163,0.0001654571,0.0150952,0.9385371,0.04370141],"study_design_scores_gemma":[0.0000378849,0.00008274017,0.001517934,0.0005286243,0.00001728785,0.0005621944,0.001788841,0.00008576083,0.0001721655,0.019035,0.9760825,0.0000890981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001226671,0.003165015,0.001814197,0.879881,0.07366669,0.00004297621,0.00009420426,0.0002192156,0.03989004],"genre_scores_gemma":[0.05767581,0.01120027,0.008048206,0.6436383,0.07953736,0.0002001846,0.000483475,0.001168933,0.1980475],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07371266,"threshold_uncertainty_score":0.2465934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243637682408381,"score_gpt":0.2615151262014661,"score_spread":0.2490787493773823,"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."}}