{"id":"W2029339227","doi":"10.1097/coc.0b013e318199fb84","title":"S9511","year":2010,"lang":"en","type":"article","venue":"American Journal of Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"National Cancer Institute","keywords":"Medicine; Regimen; Neutropenia; Gastroenterology; Internal medicine; Bolus (digestion); Toxicity; Surgery; Perforation; Stomach; Performance status; Chemotherapy","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":[0.001482792,0.00007633676,0.000954517,0.0001089662,0.00001759545,0.000004925954,0.0001527265,0.00007254403,0.0005012871],"category_scores_gemma":[0.0014827,0.00005270825,0.0003798707,0.0001853248,0.000504396,0.00004694355,0.00003755766,0.0009969659,0.00004567788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002397599,"about_ca_system_score_gemma":0.0004813951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001849522,"about_ca_topic_score_gemma":0.00002374185,"domain_scores_codex":[0.9983377,0.00009313713,0.001083759,0.0001036928,0.0002141359,0.0001675387],"domain_scores_gemma":[0.9974425,0.0008290342,0.001056456,0.0001706036,0.0001923651,0.0003089988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006609175,0.0002456628,0.2907921,0.000002740334,0.0001293658,0.0002458387,0.00002243981,3.764416e-7,0.00008826745,0.0002439901,0.009349568,0.6982188],"study_design_scores_gemma":[0.002109707,0.007512075,0.4644304,0.000006724517,0.0001747927,0.0003478073,0.0001321743,0.000006760912,0.00001109854,0.0001216042,0.5251065,0.00004038204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531211,0.00002455238,0.0002418387,0.02154977,0.002509036,0.00006372825,3.461624e-7,0.00001031357,0.02247931],"genre_scores_gemma":[0.9762343,0.0001520293,0.01367899,0.007024182,0.00202825,7.608517e-7,4.34257e-7,0.000009397831,0.0008716143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6981784,"threshold_uncertainty_score":0.5488743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06832863086102609,"score_gpt":0.4826672435239714,"score_spread":0.4143386126629453,"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."}}