{"id":"W2892206270","doi":"10.1200/jco.2016.34.15_suppl.6603","title":"Identifying opportunities to improve quality of cancer care: An evaluation of the use of diagnostic imaging in women curatively treated for early breast cancer (EBC).","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Queen's University; Institute for Clinical Evaluative Sciences; Princess Margaret Cancer Centre; Health Sciences Centre; Credit Valley Hospital; University Health Network; University of Toronto; Trillium Health Centre","funders":"","keywords":"Medicine; Breast cancer; Population; Medical imaging; Cancer; Cancer registry; Stage (stratigraphy); Comorbidity; Medical record; Radiology; Emergency medicine; Internal medicine","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":[0.002727376,0.0001552217,0.0001855276,0.0007805378,0.0006756767,0.000775996,0.0006848638,0.0003525281,0.0009066197],"category_scores_gemma":[0.01047906,0.0002096847,0.0006398906,0.00199201,0.000549297,0.0005911069,0.0008313567,0.0004587141,0.00008569808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006723037,"about_ca_system_score_gemma":0.00666931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2702513,"about_ca_topic_score_gemma":0.4214351,"domain_scores_codex":[0.9983259,0.0003418266,0.0002178573,0.000125411,0.0007594684,0.0002294802],"domain_scores_gemma":[0.9917354,0.001048914,0.004431843,0.0001599489,0.001373665,0.001250235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004962291,0.00003680681,0.995554,0.00003359509,0.00002066327,0.00001289251,0.0002117183,0.00003609552,0.00002974683,0.00000920552,0.0001878536,0.003817715],"study_design_scores_gemma":[0.000005505606,0.00009098977,0.9991797,0.00001167652,0.00001034108,0.0000170014,0.0003677029,0.0001464684,0.00001418558,0.000005438709,0.0001490512,0.000001968527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970379,0.0004458563,0.0000712707,0.0005973544,0.000004851596,0.0001042023,0.0007529535,0.000005989138,0.000979555],"genre_scores_gemma":[0.999063,0.0001953788,0.0002373619,0.00006103033,0.000005245353,0.00003970103,0.0002868463,0.000001057875,0.0001103625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2702513,"threshold_uncertainty_score":0.5373565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3407535757868888,"score_gpt":0.5214422280734277,"score_spread":0.1806886522865389,"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."}}