{"id":"W2182207945","doi":"10.1111/anae.13307","title":"Specialist pre‐operative assessment clinics","year":2015,"lang":"en","type":"review","venue":"Anaesthesia","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"Medicine; Paternalism; Scope (computer science); Rehabilitation; Preference; Medical assessment; Quality (philosophy); Nursing; Population; Clinical decision making; Medical emergency; Family medicine; Physical therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001089181,0.0006575779,0.005623112,0.0001914086,0.00008319022,0.00008245309,0.0002519608,0.0005982437,0.0002274092],"category_scores_gemma":[0.0001411438,0.0004466415,0.00229867,0.0003963624,0.0001449786,0.00007332565,0.00006125253,0.0007514037,0.0005925945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004040432,"about_ca_system_score_gemma":0.001730666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002544538,"about_ca_topic_score_gemma":0.000004653628,"domain_scores_codex":[0.9966298,0.0005386199,0.001009745,0.0006371413,0.0007503573,0.0004343916],"domain_scores_gemma":[0.99777,0.0003353014,0.0003264495,0.000882685,0.0001980617,0.0004874796],"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":[0.0000199311,0.0001350546,0.0003168709,0.002009098,0.0003649335,0.001288094,0.00006566619,1.251312e-7,4.744916e-9,0.006347938,0.004567024,0.9848853],"study_design_scores_gemma":[0.0004590927,0.000385961,0.0005124577,0.002939786,0.002611183,0.0004791976,0.00003022442,0.000002365689,3.36306e-8,0.00001675562,0.9921067,0.000456184],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001474136,0.915216,0.00001135799,0.0003125936,0.0002573926,0.001341321,0.00001547662,0.0001010362,0.08273004],"genre_scores_gemma":[0.000005699078,0.9807675,0.0008747213,0.000629076,0.001095028,0.0001207748,0.0003166267,0.0001126513,0.0160779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9875397,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08081978145398346,"score_gpt":0.4495753065470196,"score_spread":0.3687555250930362,"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."}}