{"id":"W2111673713","doi":"10.1016/j.clon.2004.09.017","title":"Post-operative radiochemotherapy for gastric cancer: adoption and adaptation","year":2005,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Université de Montréal; Hôpital Charles-Le Moyne; Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Toxicity; Radiation therapy; Acute toxicity; Cancer; Internal medicine; Chemotherapy; Gastroenterology; Surgery","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003575962,0.0000816591,0.0003368843,0.00005921301,0.00004137367,0.000006585288,0.00003375474,0.0001182802,0.0001293539],"category_scores_gemma":[0.0002087304,0.00006690873,0.00009047327,0.00007556516,0.00008333202,0.00005660986,0.00001365312,0.0001223361,0.000009679074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001356225,"about_ca_system_score_gemma":0.0001698445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002105669,"about_ca_topic_score_gemma":0.0001216745,"domain_scores_codex":[0.9991491,0.00004451182,0.0003823543,0.0002128466,0.00006617605,0.0001450092],"domain_scores_gemma":[0.9992237,0.0003589738,0.0001223904,0.00008533111,0.0001142675,0.00009534549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00102015,0.0001701925,0.03774873,0.00001783288,0.00008624826,0.000001833007,0.0001568087,0.00003006172,0.00009403525,0.0002723943,0.005568655,0.954833],"study_design_scores_gemma":[0.01294375,0.006780889,0.4858163,0.00002442303,0.0003097527,0.00001378899,0.0004137492,0.01039653,0.00004331456,0.00006962701,0.483059,0.0001288698],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9323821,0.001375486,0.006297177,0.05684986,0.0006162729,0.001098105,0.00001057664,0.00005546134,0.001314925],"genre_scores_gemma":[0.93377,0.00367081,0.04127261,0.0144587,0.002234384,0.0001535716,0.00004363353,0.00001906813,0.004377254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9547042,"threshold_uncertainty_score":0.2728459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09924999577802637,"score_gpt":0.4496481531199648,"score_spread":0.3503981573419384,"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."}}