{"id":"W4406501389","doi":"10.1016/j.ysur.2013.02.071","title":"10.1016/j.ysur.2013.02.071","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thoracotomy; Esophagectomy; General surgery; Surgery; Esophageal cancer; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007349604,0.00111129,0.0005725051,0.001633001,0.001015053,0.002486494,0.0009148407,0.003417664,0.8904188],"category_scores_gemma":[0.001579636,0.000421564,0.0005913368,0.0006261423,0.000796711,0.002502001,0.001384542,0.00162338,0.8425304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007135835,"about_ca_system_score_gemma":0.001179748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002099952,"about_ca_topic_score_gemma":0.002050268,"domain_scores_codex":[0.9997181,0.00002269905,0.0000258103,0.00007665309,0.00008280044,0.0000738458],"domain_scores_gemma":[0.9990314,0.0001529549,0.0001239677,0.00005678103,0.0002287499,0.0004061262],"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":[0.0002717398,0.000300134,0.006849163,0.0005126065,0.00003790959,0.0006810552,0.000148707,0.000235524,0.001075214,0.004453726,0.2736998,0.7117343],"study_design_scores_gemma":[0.00006192247,0.0001669966,0.008478074,0.001219582,0.00005012551,0.006472433,0.0004759051,0.0003747136,0.0007469861,0.005114662,0.9767973,0.00004130651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009079861,0.01715601,0.004292276,0.01071755,0.004087099,0.0001429177,0.003496816,0.002535434,0.9484919],"genre_scores_gemma":[0.02062097,0.005509436,0.002765187,0.002854101,0.001095571,0.00008922992,0.002028034,0.0003863442,0.9646511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1095812,"threshold_uncertainty_score":0.1563042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005999737335282388,"score_gpt":0.1862049073136191,"score_spread":0.1802051699783367,"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."}}