{"id":"W2790461643","doi":"10.1158/1078-0432.ccr-17-1199","title":"The Magnitude of Androgen Receptor Positivity in Breast Cancer Is Critical for Reliable Prediction of Disease Outcome","year":2018,"lang":"en","type":"review","venue":"Clinical Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":92,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Centre for Advancing Health Outcomes; University of British Columbia","funders":"Cancer Institute NSW; National Breast Cancer Foundation; National Health and Medical Research Council; Susan G. Komen for the Cure","keywords":"Breast cancer; Androgen receptor; Oncology; Disease; Medicine; Outcome (game theory); Internal medicine; Magnitude (astronomy); Cancer; Androgen; Prostate cancer; Hormone; Mathematics; Physics; Astrophysics","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":[0.002235041,0.0002638965,0.001071832,0.00007815603,0.0001645043,0.00001795527,0.0004832147,0.0003697928,0.00006173528],"category_scores_gemma":[0.00123012,0.0001773377,0.0006040685,0.0002905092,0.001438308,0.000005939407,0.0004098263,0.0004158019,0.000004870753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001827943,"about_ca_system_score_gemma":0.001626709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006383351,"about_ca_topic_score_gemma":0.0002319877,"domain_scores_codex":[0.9965925,0.0005526506,0.001161736,0.0007321412,0.0004376419,0.0005233133],"domain_scores_gemma":[0.9967051,0.001095249,0.0002538947,0.0006894291,0.001068951,0.0001873768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00626985,0.001454914,0.1554899,0.02649633,0.001751013,0.000003850504,0.00003470345,0.000001025358,0.00003140514,0.0001206719,0.09119076,0.7171556],"study_design_scores_gemma":[0.001119104,0.0005164362,0.01411594,0.005343208,0.0005908437,0.000001864399,0.00002029816,0.00000549063,0.0001237708,0.0001046102,0.9778286,0.000229806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001220741,0.9841788,0.000005941626,0.001486652,0.0004513526,0.001238634,0.01135306,0.000004677998,0.0000600996],"genre_scores_gemma":[0.0023263,0.9940566,0.00006480286,0.00004723126,0.001038486,0.00196921,0.0001438283,0.00004983856,0.0003037284],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8866379,"threshold_uncertainty_score":0.7231623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2428120515914355,"score_gpt":0.5623552974058443,"score_spread":0.3195432458144088,"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."}}