{"id":"W4248340995","doi":"10.1093/dote/doz092.72","title":"P72 IS OPEN LEFT THORACO-ABDOMINAL ESOPHAGECTOMY A VIABLE OPTION IN THE ERA OF MINIMALLY INVASIVE ESOPHAGECTOMY?","year":2019,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Esophagectomy; Esophageal cancer; Surgery; Lymph; Cancer; Internal medicine","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":[0.0008751812,0.0001252677,0.0004193326,0.0002442244,0.0002193283,0.000873664,0.0002515206,0.0003155533,0.00300624],"category_scores_gemma":[0.004440624,0.00006457594,0.0004607477,0.000346159,0.0004311738,0.001139769,0.0003776584,0.0004513818,0.0003218263],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782012,"about_ca_system_score_gemma":0.0003752495,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002817519,"about_ca_topic_score_gemma":0.001129197,"domain_scores_codex":[0.9997005,0.00009361851,0.00002851173,0.00004781552,0.00007484725,0.00005475399],"domain_scores_gemma":[0.9973599,0.0008814807,0.001069296,0.0000737251,0.0001716656,0.000443791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00513961,0.0003163771,0.8313733,0.0005404467,0.0005291143,0.001171332,0.0001048629,0.0003897811,0.001162136,0.0003701728,0.001711666,0.1571912],"study_design_scores_gemma":[0.0003115493,0.006788909,0.9752821,0.0005767613,0.0006159957,0.007336579,0.001390427,0.001274182,0.0008072327,0.001580168,0.004000782,0.00003539413],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9867577,0.008761814,0.0004024944,0.001601955,0.0001205797,0.00001366524,0.0002698922,0.000008185824,0.002063764],"genre_scores_gemma":[0.9973032,0.00161486,0.0001628153,0.0002976259,0.0002049427,0.000007529815,0.0002549264,0.000002341597,0.0001516106],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.00300624,"threshold_uncertainty_score":0.01005691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01491687831721092,"score_gpt":0.315479461136825,"score_spread":0.3005625828196141,"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."}}