{"id":"W1998509205","doi":"10.1186/cc5656","title":"Intensive care unit utilization after esophagectomy","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care unit; Esophagectomy; Intensive care medicine; Emergency medicine; Esophageal cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003487774,0.0001234544,0.0002094868,0.0005576111,0.0005412148,0.0005790281,0.0002802642,0.0003083607,0.00354505],"category_scores_gemma":[0.004930566,0.00009003365,0.000263004,0.0005566592,0.0002089347,0.0003781156,0.000475906,0.0008187286,0.0001944512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001018054,"about_ca_system_score_gemma":0.0007507152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004827073,"about_ca_topic_score_gemma":0.005487104,"domain_scores_codex":[0.9991768,0.0002411469,0.00009723339,0.00009001869,0.0001318714,0.000262995],"domain_scores_gemma":[0.9952951,0.0009560377,0.001841279,0.0001020445,0.0004386671,0.001366836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002400735,0.0001442593,0.9906323,0.00003469529,0.00006965861,0.0005308042,0.000197037,0.0002005679,0.0002430981,0.0001160686,0.0008107967,0.006780658],"study_design_scores_gemma":[0.000009481397,0.0002436929,0.998152,0.00002692344,0.00001551482,0.0004395627,0.0003073093,0.0003410495,0.0001070109,0.00006115065,0.0002881474,0.000008160669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973307,0.0004505821,0.00005005103,0.0003664042,0.00002304409,0.00001323261,0.0002489587,0.000004575124,0.001512382],"genre_scores_gemma":[0.9992126,0.000143494,0.00003304607,0.0001474715,0.00003911286,0.0000124764,0.0002829969,0.000001349406,0.0001274782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004827073,"threshold_uncertainty_score":0.01185936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07095724202579681,"score_gpt":0.4223232284889831,"score_spread":0.3513659864631863,"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."}}