{"id":"W2137730077","doi":"10.1093/annonc/mdi252","title":"Adjuvant chemoradiation using 5-fluorouracil/folinic acid/cisplatin with or without paclitaxel and radiation in patients with completely resected high-risk gastric cancer: two cooperative phase II studies of the AIO/ARO/ACO","year":2005,"lang":"en","type":"article","venue":"Annals of Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Folinic acid; Medicine; Nausea; Fluorouracil; Regimen; Gastroenterology; Internal medicine; Cisplatin; Paclitaxel; Chemotherapy; Cancer; Oncology; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"nonrandomized_trial","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003275439,0.000191366,0.0007919245,0.0002186491,0.0001124766,0.000005343018,0.00008101477,0.00005895297,0.00002421888],"category_scores_gemma":[0.0002217782,0.0001101112,0.0000363763,0.0006511103,0.0002479725,0.0001702507,0.00007054997,0.0001864701,3.241943e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001781561,"about_ca_system_score_gemma":0.0002983343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009037087,"about_ca_topic_score_gemma":0.002440876,"domain_scores_codex":[0.9985013,0.0001751886,0.0005202977,0.0002568387,0.0002969577,0.0002494236],"domain_scores_gemma":[0.9983214,0.0001742792,0.000745658,0.0001973903,0.0005021653,0.00005907272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007954903,0.000703069,0.7396317,0.00008367338,0.0004356078,0.000004451058,0.002050444,0.001375499,0.0002232749,0.00001827449,0.0004455386,0.2470736],"study_design_scores_gemma":[0.04196204,0.04097892,0.9076529,0.0003301376,0.0005968399,0.000007366923,0.0009443238,0.004702342,0.002119407,0.00001654024,0.0004972458,0.0001919247],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960445,0.0009269912,0.00006331856,0.001808855,0.00006675972,0.0009761744,0.00005969159,0.00001103717,0.00004267079],"genre_scores_gemma":[0.9971537,0.0008001408,0.001407291,0.0004076818,0.00008804304,0.00003439527,0.00002726728,0.00001617015,0.00006528699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468817,"threshold_uncertainty_score":0.4490205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09314427952994607,"score_gpt":0.4145038926934106,"score_spread":0.3213596131634645,"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."}}