{"id":"W4225845202","doi":"10.1093/dote/doac015.007","title":"7: NEOADJUVANT CHEMORADIOTHERAPY OR CHEMOTHERAPY ALONE FOR OESOPHAGEAL CANCER: POPULATION-BASED COHORT STUDY","year":2022,"lang":"en","type":"article","venue":"Diseases of the Esophagus","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Hazard ratio; Internal medicine; Oncology; Confidence interval; Propensity score matching; Gastroenterology; Adenocarcinoma; Cancer; Cohort; Pathological; Chemotherapy; Population; Neoadjuvant therapy; Breast 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":[0.001247493,0.0003946309,0.0005302941,0.0005561071,0.0006134883,0.0008864014,0.0006249222,0.0007848369,0.002804721],"category_scores_gemma":[0.002221257,0.0005400347,0.001767343,0.001294115,0.0003179559,0.0007573864,0.0006255386,0.001003354,0.0005502541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004964626,"about_ca_system_score_gemma":0.0006850176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004563405,"about_ca_topic_score_gemma":0.007475499,"domain_scores_codex":[0.9987497,0.0002744512,0.0001647429,0.0004636442,0.0001772136,0.0001702321],"domain_scores_gemma":[0.9986746,0.0001587931,0.0005613182,0.0002622301,0.0001273824,0.0002156228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009592022,0.000114216,0.9959066,0.00005663653,0.0008539135,0.0001205992,0.00006917851,0.0000558346,0.0003175972,0.00005327302,0.0004929091,0.0009999478],"study_design_scores_gemma":[0.0001917895,0.0004456689,0.9960013,0.00003665516,0.0008135647,0.0005448216,0.0002353147,0.0004658808,0.0000994381,0.0001144363,0.001031486,0.00001966764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962185,0.0008142144,0.0002784539,0.0001021924,0.00003913193,0.00007422693,0.001956255,0.000007617099,0.0005093368],"genre_scores_gemma":[0.9980237,0.0001837088,0.0001270015,0.0001138018,0.00003309974,0.0000750644,0.001222374,0.000005921092,0.0002153054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004563405,"threshold_uncertainty_score":0.009382725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694273906923087,"score_gpt":0.3345264986199602,"score_spread":0.3175837595507293,"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."}}