{"id":"W2065616603","doi":"10.1159/000227257","title":"Neoadjuvant Chemotherapy with Carboplatin/5-Fluorouracil in Head and Neck Cancer","year":2009,"lang":"en","type":"article","venue":"Oncology","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Medicine; Carboplatin; Chemotherapy; Surgery; Neutropenia; Regimen; Radiation therapy; Survival rate; Head and neck cancer; Fluorouracil; Internal medicine; Cisplatin","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":[0.00006719647,0.000106395,0.0004303489,0.00004897457,0.00003248051,0.000003076795,0.00002471448,0.00008069639,0.00007284497],"category_scores_gemma":[0.00001005492,0.00007559676,0.00001612897,0.0001169529,0.00005888961,0.00002764908,0.000007766026,0.0001569672,0.000003227002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001750661,"about_ca_system_score_gemma":0.0002132072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005354536,"about_ca_topic_score_gemma":0.003060781,"domain_scores_codex":[0.9993492,0.00001839352,0.000134208,0.0001907858,0.00007986048,0.0002275193],"domain_scores_gemma":[0.9997266,0.00003053158,0.00003511245,0.00009745715,0.00003248761,0.00007780354],"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":[0.001442254,0.0003688171,0.1573011,0.00003121933,0.00004898239,0.0003222954,0.003017,0.000005368481,0.00414206,0.0001313028,0.002978911,0.8302106],"study_design_scores_gemma":[0.009049151,0.008199378,0.8760672,0.0002076806,0.00003165429,0.0001515848,0.0002302699,0.00009125199,0.0007877063,0.00008760278,0.1049472,0.0001493167],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.945007,0.003136206,0.00000346315,0.02420885,0.00005845045,0.0002036137,0.000001607887,0.0000250371,0.02735577],"genre_scores_gemma":[0.9897798,0.002034969,0.0008476143,0.006464784,0.000133709,0.00002934185,0.000001686403,0.000009259509,0.0006987975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8300613,"threshold_uncertainty_score":0.3082747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02248558631269413,"score_gpt":0.3468225178740352,"score_spread":0.324336931561341,"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."}}