{"id":"W2615084180","doi":"10.1053/j.jvca.2017.05.025","title":"Intraoperative Anesthetic Management of Lung Transplantation: Center-Specific Practices and Geographic and Centers Size Differences","year":2017,"lang":"en","type":"article","venue":"Journal of Cardiothoracic and Vascular Anesthesia","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Medicine; Anesthesia; Perioperative; Lung transplantation; Transplantation; Surgery","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":[0.002361915,0.0001745844,0.0003316768,0.001103953,0.0004731545,0.0009372039,0.0005449558,0.000438598,0.001771557],"category_scores_gemma":[0.009697741,0.0002451279,0.000556659,0.002314188,0.0005170634,0.001180314,0.00102009,0.0005517348,0.0001878778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009145182,"about_ca_system_score_gemma":0.001215084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004790654,"about_ca_topic_score_gemma":0.01053421,"domain_scores_codex":[0.9972395,0.0007887229,0.0005372276,0.0006130307,0.0003933227,0.0004281561],"domain_scores_gemma":[0.9872592,0.002878661,0.007227031,0.0006739399,0.0009991743,0.0009620096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008620664,0.00003721113,0.995142,0.00001282032,0.0000644652,0.00003818355,0.0002861599,0.00006863948,0.0001338857,0.00005928802,0.0001044902,0.003966691],"study_design_scores_gemma":[0.000005223385,0.00008646615,0.9974191,0.00001841158,0.00003624355,0.0002137498,0.001451414,0.0002947045,0.0001191391,0.000094905,0.0002537727,0.000006826146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979857,0.0006116283,0.0003587604,0.0001820099,0.00001309799,0.00001039793,0.0001771983,0.000004448502,0.0006567194],"genre_scores_gemma":[0.9992287,0.0002207362,0.0002424128,0.00004253871,0.00001559466,0.000007142516,0.0001509976,0.000006889746,0.00008490239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004790654,"threshold_uncertainty_score":0.01249111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347352446363595,"score_gpt":0.3246769811146208,"score_spread":0.3012034566509849,"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."}}