{"id":"W4406442107","doi":"10.1016/j.ysur.2014.01.007","title":"10.1016/j.ysur.2014.01.007","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Esophagectomy; General surgery; Intensive care medicine; 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":[0.0007141192,0.001037766,0.0005616712,0.001607246,0.0009041117,0.002675147,0.0009357718,0.003353952,0.8963338],"category_scores_gemma":[0.001680627,0.0003871001,0.0006193311,0.0007186527,0.000800836,0.002165536,0.001362969,0.001584869,0.8555608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008443309,"about_ca_system_score_gemma":0.001229547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002078554,"about_ca_topic_score_gemma":0.002253781,"domain_scores_codex":[0.9997296,0.00002234398,0.00002197057,0.00007270599,0.00008120381,0.00007228109],"domain_scores_gemma":[0.9989589,0.0001587477,0.0001387687,0.00006183793,0.0002129704,0.0004687483],"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":[0.0002885293,0.0002224726,0.004601511,0.0004481705,0.00003263227,0.0003792808,0.0001089622,0.000247691,0.0009226506,0.004605088,0.3017321,0.6864108],"study_design_scores_gemma":[0.00005008274,0.0001164637,0.004791149,0.0007472547,0.00003245148,0.002403341,0.0002527551,0.0002333681,0.0005369188,0.003447559,0.9873656,0.00002310047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006800668,0.017364,0.003712162,0.01235637,0.003751921,0.0001205263,0.004042381,0.002350025,0.949502],"genre_scores_gemma":[0.01407817,0.005023256,0.002332223,0.002369907,0.0008396365,0.00007138986,0.002083356,0.0003339945,0.972868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1036662,"threshold_uncertainty_score":0.1478671,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107139237803868,"score_gpt":0.2467811314582647,"score_spread":0.2360672076778779,"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."}}