{"id":"W1966145201","doi":"10.1097/00000542-200610000-00053","title":"Yao &amp; Artusio’s Anesthesiology: Problem-oriented Patient Management, 5th Edition for PDA.","year":2006,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Anesthesiology; General surgery; Medical physics; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0009689983,0.001492163,0.0009834629,0.002147402,0.0005056973,0.001949415,0.001430741,0.001260815,0.2403233],"category_scores_gemma":[0.003042567,0.000712426,0.0005440978,0.001957744,0.0006228306,0.002696619,0.001450004,0.00268687,0.1667312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001617854,"about_ca_system_score_gemma":0.003110673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007002984,"about_ca_topic_score_gemma":0.02524146,"domain_scores_codex":[0.9995127,0.0000533951,0.00004382057,0.00004668983,0.0003025347,0.00004088174],"domain_scores_gemma":[0.9980555,0.0003983888,0.0001470554,0.0001049192,0.0007867385,0.0005075576],"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":[0.00001593496,0.00002946357,0.00009819756,0.0002489461,0.000002127325,0.00004783832,0.00005184384,0.00008512478,0.0002464908,0.00075135,0.8650218,0.1334008],"study_design_scores_gemma":[0.00001485943,0.00001979911,0.0008590653,0.0002143388,0.000002694746,0.0004231362,0.0000324337,0.000172058,0.00008444597,0.000841563,0.9973283,0.000007189601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001896234,0.1598164,0.02880039,0.02581606,0.01519819,0.0008874064,0.005711472,0.008775736,0.7530981],"genre_scores_gemma":[0.004309929,0.07855617,0.02132934,0.003772205,0.002072748,0.0003886098,0.002577649,0.00158994,0.8854033],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2403233,"threshold_uncertainty_score":0.8039615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06657492374792669,"score_gpt":0.3376346868498448,"score_spread":0.2710597631019181,"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."}}