{"id":"W2963339930","doi":"10.1634/theoncologist.2019-0272","title":"Chemotherapy Toxicity in <i>BRCA</i> Mutation Carriers Undergoing First-Line Platinum-Based Chemotherapy","year":2019,"lang":"en","type":"article","venue":"The Oncologist","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Neutropenia; BRCA mutation; Chemotherapy; Internal medicine; Germline mutation; Oncology; Ovarian cancer; Absolute neutrophil count; Mitoxantrone; Febrile neutropenia; Toxicity; Germline; Mutation; Cancer; Gastroenterology; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006612088,0.0002521231,0.0004424907,0.0001134984,0.0001207371,0.00002858706,0.0002092388,0.0001935465,0.001014438],"category_scores_gemma":[0.00008630016,0.0001880911,0.0001348488,0.0004621742,0.0002484473,0.00008781951,0.00001620429,0.0003843851,0.0001215513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000953765,"about_ca_system_score_gemma":0.000455046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001883213,"about_ca_topic_score_gemma":0.000672413,"domain_scores_codex":[0.9983286,0.0001126089,0.000432695,0.0003824297,0.0003601279,0.0003835058],"domain_scores_gemma":[0.9984597,0.0005869964,0.0002320606,0.0005541671,0.00007632534,0.00009072963],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.03246204,0.004983597,0.4496481,0.001512819,0.001018069,0.0004641364,0.01578472,0.09646598,0.2374016,0.00341046,0.03402226,0.1228262],"study_design_scores_gemma":[0.1571185,0.01033222,0.1724189,0.002027323,0.0001956581,0.0002878808,0.003308211,0.04386142,0.4677334,0.008756354,0.1315887,0.002371413],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599959,0.0002020019,0.001501607,0.02580807,0.0003651635,0.001351269,0.00001360879,0.0001677232,0.0105947],"genre_scores_gemma":[0.9794096,0.0001934969,0.0008601158,0.01818439,0.0002418549,0.0000997667,0.00003728498,0.00005237239,0.0009211075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2772292,"threshold_uncertainty_score":0.9998988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314792721266745,"score_gpt":0.3098182187229447,"score_spread":0.2866702915102773,"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."}}