{"id":"W4255938317","doi":"10.1007/978-3-540-73085-9_5","title":"Medical Management of the Patient","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Medical practice; Duration (music); Threatened species; Intensive care medicine; Population; Medical emergency; Environmental health","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":[0.0005872577,0.0004149942,0.0003085086,0.0004465713,0.0009053805,0.001710393,0.0005617164,0.001446827,0.02202581],"category_scores_gemma":[0.001675394,0.0001544064,0.0002083162,0.0002659862,0.0009565741,0.001305487,0.001340091,0.003707158,0.009883004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000910616,"about_ca_system_score_gemma":0.002520936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039407,"about_ca_topic_score_gemma":0.003563029,"domain_scores_codex":[0.9996876,0.00009405211,0.00001301281,0.00003158717,0.0001379345,0.00003596544],"domain_scores_gemma":[0.9997049,0.0001066281,0.00001851933,0.00001712908,0.00006308877,0.0000898392],"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":[0.000006788637,0.00005827369,0.000245803,0.00008760623,0.000003945927,0.0004455338,0.0006085913,0.0002033839,0.0002622692,0.08308069,0.7877847,0.1272125],"study_design_scores_gemma":[0.000002467272,0.0000143612,0.0003712953,0.0003632958,0.000001910947,0.001045971,0.0002520959,0.0001037366,0.00004950461,0.02009208,0.977697,0.000006309244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000954507,0.02521988,0.005923937,0.05444811,0.00908866,0.0000758172,0.0001099004,0.0001381309,0.9040411],"genre_scores_gemma":[0.01919014,0.04306002,0.01248252,0.05882892,0.00775534,0.0002015899,0.0002079845,0.0001390031,0.8581344],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02202581,"threshold_uncertainty_score":0.07368374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01304638506681823,"score_gpt":0.2282867013110111,"score_spread":0.2152403162441929,"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."}}