{"id":"W2991218278","doi":"10.1093/dote/doab052.691","title":"691 IS OPEN LEFT THORACO-ABDOMINAL ESOPHAGECTOMY A VIABLE OPTION IN THE ERA OF MINIMALLY INVASIVE ESOPHAGECTOMY?","year":2021,"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; Internal medicine; Cancer","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":[0.0009743004,0.00007501858,0.0003473622,0.0003109281,0.0001803106,0.0008015995,0.000247817,0.0002403812,0.002158425],"category_scores_gemma":[0.004509625,0.00007243826,0.0002739603,0.0004332375,0.0003994598,0.000895415,0.0003287171,0.0003901188,0.0002298536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002294678,"about_ca_system_score_gemma":0.0003085939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003841027,"about_ca_topic_score_gemma":0.001807899,"domain_scores_codex":[0.9996542,0.0001015024,0.00004509405,0.00005128591,0.0001008654,0.00004714543],"domain_scores_gemma":[0.9970278,0.0008257125,0.001393411,0.0001037123,0.0002072051,0.0004422155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007576052,0.0000887496,0.9405438,0.0001660178,0.0001721674,0.0004784925,0.00005668135,0.0001215191,0.0005791372,0.0002368535,0.001087889,0.05571096],"study_design_scores_gemma":[0.00006220606,0.00111143,0.9870013,0.0004193273,0.0002112658,0.004675182,0.0009761964,0.000805455,0.0003968037,0.0008086287,0.003513004,0.00001916958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859179,0.009304077,0.0003556227,0.002179236,0.0001089552,0.000006371354,0.000268338,0.000006181845,0.001853352],"genre_scores_gemma":[0.9971017,0.001909486,0.0001688487,0.0003173267,0.0001858086,0.000002823245,0.0002277116,0.000001913764,0.00008440102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002158425,"threshold_uncertainty_score":0.007220685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02009013945180337,"score_gpt":0.3282688176850276,"score_spread":0.3081786782332243,"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."}}