{"id":"W3029863222","doi":"10.3747/co.27.5635","title":"Impact of Recurrence Score on Type and Duration of Chemotherapy in Breast Cancer","year":2020,"lang":"en","type":"article","venue":"Current Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Foundation; University of British Columbia; BC Cancer Agency; University of Waterloo","funders":"","keywords":"Medicine; Anthracycline; Internal medicine; Oncology; Chemotherapy; Breast cancer; Regimen; Cohort; Cancer; Gynecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001269048,0.0001640546,0.000319619,0.0005558626,0.0002239487,0.0004475961,0.0003817731,0.0003806442,0.001963954],"category_scores_gemma":[0.006633586,0.0001141369,0.0007206763,0.0007266942,0.0001788947,0.0003457895,0.0003218432,0.0005211731,0.0001962485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004751719,"about_ca_system_score_gemma":0.0003367382,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003694302,"about_ca_topic_score_gemma":0.006727427,"domain_scores_codex":[0.9990177,0.0003446855,0.0001119767,0.0001353198,0.0002341137,0.0001562229],"domain_scores_gemma":[0.9939581,0.001692874,0.002991901,0.0002108496,0.0002958447,0.0008504558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000261843,0.00002221693,0.997537,0.00000482045,0.00003209418,0.00003391359,0.00001089955,0.0000503081,0.00006185182,0.000003397638,0.00006397119,0.001917657],"study_design_scores_gemma":[0.000005884637,0.000190808,0.9993611,0.000003353902,0.00002297487,0.000163906,0.00002582008,0.0001251091,0.00002967509,0.000004384592,0.00006504702,0.000001939049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986846,0.0005406712,0.00003322837,0.0001002956,0.00001146649,0.00000590697,0.0002115887,0.000003756927,0.0004086226],"genre_scores_gemma":[0.9995002,0.00009467743,0.00003685791,0.00002414227,0.00001243532,0.000003688571,0.0002305022,0.000002126681,0.00009542909],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003694302,"threshold_uncertainty_score":0.007345557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06801650216078783,"score_gpt":0.4002203029057168,"score_spread":0.3322038007449289,"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."}}