{"id":"W2313438747","doi":"10.1097/00132586-200004000-00005","title":"Tracheal Resection and Reconstruction","year":2000,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Montréal","funders":"","keywords":"Medicine; Resection; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003145299,0.00005560933,0.0001861527,0.00004544046,0.00002858986,0.000001216865,0.00001759528,0.00009769702,0.0003730702],"category_scores_gemma":[0.00005371698,0.00004612423,0.00002201233,0.00008530804,0.0001600315,0.00002732726,0.00000190563,0.00008453803,0.00001181944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005119002,"about_ca_system_score_gemma":0.00002161924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115396,"about_ca_topic_score_gemma":0.0003141896,"domain_scores_codex":[0.9994326,0.000143305,0.0001497243,0.0001311501,0.00004204878,0.0001011665],"domain_scores_gemma":[0.9997246,0.00008265344,0.00002998679,0.00007900672,0.00003833953,0.00004539832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007931719,0.00004165602,0.552798,0.00002303619,0.000007687101,0.000002421838,0.00004259084,0.000001639912,0.0004604483,0.00001094419,0.00004257126,0.4457759],"study_design_scores_gemma":[0.0004811345,0.0009808529,0.9971435,0.00001016403,0.000009129449,0.0003625953,0.00003016188,0.00003781717,0.0003524373,0.0001472429,0.0004045906,0.00004034079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975437,0.0003087788,0.000002519489,0.0002758826,0.00003093232,0.00007945263,0.000002427497,0.00001979045,0.001736501],"genre_scores_gemma":[0.9992159,0.0002135667,0.0001418384,0.00007932013,0.00002144515,0.000002044728,0.00001959596,0.000005265596,0.0003010481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4457355,"threshold_uncertainty_score":0.4084857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02707931406906378,"score_gpt":0.2686757523644733,"score_spread":0.2415964382954095,"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."}}