{"id":"W3089291062","doi":"10.1016/j.annonc.2020.08.1942","title":"1436P Comparison of perioperative chemotherapy versus postoperative chemoradiation therapy for operable stomach cancer: A western Canadian province experience","year":2020,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Medicine; Internal medicine; Perioperative; Chemotherapy; Cohort; Cancer; Multivariate analysis; Population; Gastroenterology; Surgery; Stomach cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001151266,0.0003834336,0.0006345448,0.0006730552,0.002918624,0.001363079,0.0009344754,0.0006852716,0.002947003],"category_scores_gemma":[0.003329902,0.0002999782,0.000906936,0.002899894,0.0008774118,0.0004066298,0.0007245957,0.0008620849,0.0002371165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0416636,"about_ca_system_score_gemma":0.06972586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9887407,"about_ca_topic_score_gemma":0.9950406,"domain_scores_codex":[0.9986947,0.0001909867,0.00006806193,0.00009996769,0.0003724913,0.0005737622],"domain_scores_gemma":[0.9980109,0.0002064972,0.0002702401,0.00003750469,0.0008653074,0.0006096405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01046991,0.001158963,0.9391862,0.0004906793,0.0005162736,0.0007334257,0.003377818,0.0006285093,0.001284868,0.0006782464,0.005721097,0.035754],"study_design_scores_gemma":[0.0008192189,0.002531174,0.9812921,0.0002262207,0.0005274133,0.000250672,0.008224755,0.0005504714,0.0003730129,0.0001131365,0.005022428,0.00006946752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910553,0.001593817,0.00006781548,0.0007982855,0.00005964729,0.0001340481,0.001166206,0.000004543453,0.005120326],"genre_scores_gemma":[0.9956809,0.001097714,0.0002154296,0.0005137734,0.0000365748,0.00004822338,0.0007118755,0.000009838888,0.001685543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0416636,"threshold_uncertainty_score":0.302292,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1680403275209364,"score_gpt":0.4486320720841202,"score_spread":0.2805917445631838,"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."}}