{"id":"W2590458383","doi":"10.1200/jco.2012.30.4_suppl.95","title":"Perioperative chemotherapy for upper gastrointestinal cancer: Correlation between response to treatment and outcome.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Ottawa Hospital; Montreal General Hospital","funders":"","keywords":"Medicine; Docetaxel; Internal medicine; Chemotherapy; Perioperative; Cancer; Gastroenterology; Esophagus; Surgery; Oncology","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":[0.001346494,0.0001694516,0.000333227,0.0002773141,0.0001200247,0.000316274,0.0001910837,0.0002921498,0.001274747],"category_scores_gemma":[0.002984303,0.00007407228,0.000378445,0.0004406976,0.0002070641,0.0002546631,0.0001875143,0.000376382,0.0002164289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002179495,"about_ca_system_score_gemma":0.000161354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002271003,"about_ca_topic_score_gemma":0.0003230245,"domain_scores_codex":[0.9995556,0.0002008935,0.0000634348,0.00005900528,0.00008002585,0.00004095304],"domain_scores_gemma":[0.9973683,0.001119209,0.00108307,0.00007711173,0.000114015,0.0002382391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008915973,0.0003086897,0.9553383,0.0001723827,0.0004275616,0.0001097452,0.0000313063,0.0002540101,0.000699777,0.00002091491,0.0004560628,0.0332652],"study_design_scores_gemma":[0.0003332483,0.006899135,0.9895213,0.00004589157,0.0004638982,0.0007807942,0.00003548418,0.0007568912,0.0004187529,0.00006233294,0.0006737533,0.000008525012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9935103,0.00507227,0.0001709564,0.0001437696,0.00002062756,0.00003230787,0.0002777279,0.000007461921,0.000764638],"genre_scores_gemma":[0.9986975,0.0005299251,0.0001157747,0.00005892719,0.00004099326,0.00002222029,0.0004146516,0.000001669705,0.0001182808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001346494,"threshold_uncertainty_score":0.007121027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1656061155452664,"score_gpt":0.5043341566558412,"score_spread":0.3387280411105748,"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."}}