{"id":"W4318964001","doi":"10.1177/229255030901700106","title":"Perioperative Considerations for Patient Safety During Cosmetic Surgery – Preventing Complications","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Body Contouring and Surgery","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Patient safety; Perioperative; Surgery; Protocol (science); Intensive care medicine; Medical emergency; Health care; Alternative medicine","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":[0.01000544,0.0004300778,0.0007417946,0.001210707,0.002736989,0.003771251,0.001002284,0.003307326,0.003752241],"category_scores_gemma":[0.0305128,0.0002715041,0.0008813315,0.0006358669,0.003773774,0.002207903,0.001983967,0.005685875,0.001513988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002404289,"about_ca_system_score_gemma":0.01288866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00654379,"about_ca_topic_score_gemma":0.01661553,"domain_scores_codex":[0.9883043,0.004867945,0.001786243,0.0002468842,0.004220067,0.0005747098],"domain_scores_gemma":[0.9763343,0.01085071,0.003233302,0.001002049,0.006494054,0.002085506],"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":[0.0001410584,0.000219061,0.006640041,0.00563133,0.00005433548,0.005369159,0.006316147,0.0005490597,0.004561791,0.02564271,0.2717476,0.6731277],"study_design_scores_gemma":[0.00003638035,0.0004126602,0.02166541,0.01246168,0.00006931691,0.02182481,0.004496699,0.0002672304,0.002722627,0.01392428,0.9219513,0.0001677395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02090953,0.2925657,0.03666867,0.4757216,0.01845386,0.001727556,0.00027196,0.0007488701,0.1529324],"genre_scores_gemma":[0.2203705,0.4427679,0.1263549,0.1595102,0.02036542,0.002528919,0.0004956095,0.0003081621,0.0272984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01000544,"threshold_uncertainty_score":0.0529145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03240617063124204,"score_gpt":0.2445235761851395,"score_spread":0.2121174055538974,"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."}}