{"id":"W4399088969","doi":"10.1007/978-3-031-56270-9_29","title":"Optimal Pharmacotherapy Strategies for Enhanced Postoperative Recovery in High-Risk Surgeries","year":2024,"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":"Pharmacotherapy; Medicine; Intensive care medicine; Internal medicine","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":[0.000390985,0.0004380489,0.0003517463,0.0002841672,0.0001628271,0.001027262,0.0004314725,0.0006049348,0.01130664],"category_scores_gemma":[0.001066784,0.0001116288,0.0002778012,0.00020313,0.0002409705,0.0007136277,0.0004343588,0.001402734,0.001678052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004674477,"about_ca_system_score_gemma":0.001043706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007029025,"about_ca_topic_score_gemma":0.003748602,"domain_scores_codex":[0.9998659,0.00005548445,0.000008834885,0.00001145888,0.00004613085,0.00001224743],"domain_scores_gemma":[0.9998239,0.0001135114,0.00002165231,0.000004674454,0.00001982607,0.00001649103],"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":[0.00009823481,0.0003090882,0.0005562006,0.0009580253,0.00004921463,0.0002739929,0.000146892,0.001712266,0.001496586,0.0508063,0.08319873,0.8603945],"study_design_scores_gemma":[0.0001493856,0.0007780128,0.01093355,0.00759293,0.0001827511,0.003187669,0.0007725659,0.00726548,0.002653919,0.2047062,0.7617038,0.00007374712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.0126196,0.3932822,0.07520637,0.0567585,0.004208953,0.0003082236,0.0005610973,0.0004414374,0.4566136],"genre_scores_gemma":[0.1457216,0.5320719,0.1317065,0.02218736,0.005301883,0.0006733729,0.0005353777,0.0001763892,0.1616257],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01130664,"threshold_uncertainty_score":0.03782451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01568129001828485,"score_gpt":0.2856754485705631,"score_spread":0.2699941585522783,"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."}}