{"id":"W4322774777","doi":"10.1158/1538-7445.sabcs22-p3-03-09","title":"Abstract P3-03-09: Assessment of Breast Cancer Chemotherapy Dose Reduction in an Integrated Healthcare Delivery System","year":2023,"lang":"en","type":"article","venue":"Cancer Research","topic":"Cancer Risks and Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Medicine; Dosing; Breast cancer; Body surface area; Cancer; Chemotherapy; Regimen; Cyclophosphamide; Oncology; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003575038,0.0002531636,0.0002149273,0.001150083,0.0003696751,0.0009426501,0.0008127619,0.0002789356,0.002501854],"category_scores_gemma":[0.01333826,0.0001843715,0.0005947086,0.001917109,0.0001920502,0.0007414964,0.001089939,0.000507933,0.0002786836],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004356355,"about_ca_system_score_gemma":0.003935616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02667949,"about_ca_topic_score_gemma":0.02438588,"domain_scores_codex":[0.9961975,0.001469304,0.0006275658,0.0003615739,0.001119977,0.0002242066],"domain_scores_gemma":[0.9864206,0.002054478,0.00811031,0.0003282789,0.002098448,0.0009878882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000117489,0.0001830605,0.9763387,0.0001005386,0.0001306052,0.00001922026,0.0001261196,0.0009936946,0.0001425784,0.00008896881,0.001365788,0.02039299],"study_design_scores_gemma":[0.00002519733,0.0004958615,0.9928687,0.00007145712,0.00005884049,0.0000688385,0.0004217287,0.003553712,0.0003259373,0.00006430402,0.002038853,0.000006474149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841871,0.0004975808,0.001892457,0.001457431,0.00001746439,0.000525325,0.005439101,0.0001198888,0.005863574],"genre_scores_gemma":[0.9936646,0.0001894095,0.00366034,0.0002019702,0.00001838982,0.0002427283,0.001609555,0.000008992282,0.0004040495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02667949,"threshold_uncertainty_score":0.05304837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.129252762229023,"score_gpt":0.4967714900871728,"score_spread":0.3675187278581498,"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."}}