{"id":"W2921901425","doi":"10.1053/j.semtcvs.2019.03.004","title":"Esophagectomy Surgical Apgar Score: One Size Fits All?","year":2019,"lang":"en","type":"letter","venue":"Seminars in Thoracic and Cardiovascular Surgery","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Esophagectomy; Medicine; Apgar score; Receiver operating characteristic; Surgery; Exact test; General surgery; Esophageal cancer; Internal medicine; Pregnancy; Cancer","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":[0.001647465,0.0005318069,0.001149794,0.0006773188,0.002518984,0.002117469,0.0009767337,0.02748083,0.008036213],"category_scores_gemma":[0.01535222,0.0004131473,0.0007333237,0.0005600199,0.001429049,0.003066681,0.001127594,0.01884617,0.004528776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003104317,"about_ca_system_score_gemma":0.002965831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004928255,"about_ca_topic_score_gemma":0.009669299,"domain_scores_codex":[0.9985908,0.0004048545,0.0002555003,0.0001743635,0.0002951759,0.0002793579],"domain_scores_gemma":[0.995464,0.002046451,0.0003691398,0.0001251902,0.0007402941,0.001254949],"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":[0.0001032368,0.0001073486,0.008827614,0.00009173209,0.00002624024,0.01464875,0.0002225522,0.0001128617,0.0003300738,0.00334953,0.9438171,0.02836305],"study_design_scores_gemma":[0.0004320224,0.0004334912,0.02089846,0.00269668,0.0001484215,0.06364241,0.004199658,0.002970864,0.000625343,0.04003745,0.8636194,0.0002958351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008728636,0.0007799783,0.0000663956,0.9908667,0.005395495,0.00000466766,0.0000319287,0.00001220966,0.001969754],"genre_scores_gemma":[0.01975167,0.002999782,0.0005074186,0.9091194,0.06052399,0.0000335688,0.00007067181,0.0000288121,0.006964702],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02748083,"threshold_uncertainty_score":0.02688384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02830164295522226,"score_gpt":0.2671469316071345,"score_spread":0.2388452886519122,"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."}}