{"id":"W3093864712","doi":"10.3748/wjg.v26.i39.6027","title":"Real-world treatment attrition rates in advanced esophagogastric cancer","year":2020,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Esophagogastric junction; Medicine; Cancer; Internal medicine; Attrition; Gastroenterology; Oncology; Adenocarcinoma","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":[0.01693982,0.0001948155,0.0006913465,0.001674379,0.001058958,0.001290966,0.001228936,0.0006362734,0.00205242],"category_scores_gemma":[0.055,0.0002653768,0.001206038,0.003717612,0.0005280318,0.001157002,0.001653475,0.001440924,0.0002739227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003623438,"about_ca_system_score_gemma":0.0026835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01930592,"about_ca_topic_score_gemma":0.02502133,"domain_scores_codex":[0.975763,0.01102599,0.004769871,0.002219388,0.004628717,0.001593131],"domain_scores_gemma":[0.9287225,0.01687003,0.04211589,0.004677197,0.005850071,0.001764321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004382821,0.00006849351,0.9844894,0.0002026644,0.0002328206,0.00003999469,0.0003878395,0.0003144764,0.00006551736,0.0001449138,0.001493887,0.01212166],"study_design_scores_gemma":[0.00003566415,0.0001742563,0.9942545,0.0001799572,0.0001181043,0.0002331569,0.0006613911,0.001174496,0.000171554,0.000227751,0.00274621,0.00002298565],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784507,0.004270412,0.00181159,0.001899356,0.00006270485,0.000355028,0.01135433,0.00003435529,0.00176147],"genre_scores_gemma":[0.9916859,0.0005620061,0.001027484,0.0005195343,0.00004321724,0.0003657344,0.005486447,0.00001758184,0.0002919631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01930592,"threshold_uncertainty_score":0.08958739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04030109078173457,"score_gpt":0.3553377157185325,"score_spread":0.315036624936798,"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."}}