{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006263308,0.0004799284,0.0004812271,0.001341578,0.0003771312,0.0007083255,0.0008791399,0.001064372,0.01665816],"category_scores_gemma":[0.00422286,0.0001495188,0.0005789279,0.001252513,0.0002862932,0.0009477442,0.001022389,0.0008876061,0.003163759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007613475,"about_ca_system_score_gemma":0.002270253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002122832,"about_ca_topic_score_gemma":0.004635175,"domain_scores_codex":[0.999315,0.0001949028,0.00009817075,0.0001075059,0.0002018641,0.00008254909],"domain_scores_gemma":[0.9979054,0.0007815612,0.0004388401,0.00005130827,0.0005463329,0.0002764941],"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":[0.00014513,0.0001421314,0.002273322,0.03322871,0.0001259258,0.0008505984,0.0002905058,0.0001866195,0.00064664,0.00245018,0.119611,0.8400492],"study_design_scores_gemma":[0.00006911424,0.0001224119,0.01147784,0.03072787,0.0001535273,0.006746324,0.0005349623,0.00008647813,0.0003188699,0.001722527,0.9480138,0.00002624272],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001747594,0.9750044,0.0007603155,0.002786084,0.001193909,0.00007769572,0.0001650799,0.0000616112,0.01820336],"genre_scores_gemma":[0.03325493,0.9534857,0.001148548,0.00312911,0.001291098,0.0001038954,0.0003911436,0.0000163045,0.007179298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01665816,"threshold_uncertainty_score":0.05572706,"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."}}