{"id":"W2771217224","doi":"10.1158/1078-0432.ccr-17-1941","title":"Homologous Recombination Deficiency and Platinum-Based Therapy Outcomes in Advanced Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"DNA Repair Mechanisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":195,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; Canada's Michael Smith Genome Sciences Centre","funders":"National Cancer Institute; Infrastructure Canada; Canadian Institutes of Health Research","keywords":"Breast cancer; Medicine; Oncology; Internal medicine; Mutation; Cancer; Genetics; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009634147,0.0001478992,0.0002025361,0.0003628402,0.0001255498,0.0003344271,0.0001721382,0.0002104825,0.0005507736],"category_scores_gemma":[0.002782922,0.00007630821,0.0001955298,0.0003566094,0.0001813584,0.0001567155,0.0002847831,0.0002767077,0.00008580602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002557342,"about_ca_system_score_gemma":0.000164808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000965789,"about_ca_topic_score_gemma":0.0009612266,"domain_scores_codex":[0.999703,0.00009149699,0.00003983857,0.00007241426,0.00006673214,0.00002647173],"domain_scores_gemma":[0.997416,0.0006540542,0.001422077,0.0001570889,0.0001534653,0.000197251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002996955,0.00002535335,0.9971126,0.000008114042,0.00003969391,0.00001392881,0.00001060785,0.0002214293,0.00069406,0.00000740026,0.00002697545,0.001540119],"study_design_scores_gemma":[0.00000875621,0.0001898142,0.9977185,0.00000229262,0.00002612138,0.0001561001,0.00001697236,0.001028256,0.0007021183,0.0000413237,0.0001074224,0.000002273285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993953,0.0001205043,0.0001568462,0.00001265837,0.000001187772,0.000003222572,0.0001860885,0.000003315096,0.0001209672],"genre_scores_gemma":[0.9996781,0.00002263735,0.00008135816,0.000003802628,0.000001509002,0.00000147437,0.0001862529,7.127111e-7,0.00002407166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000965789,"threshold_uncertainty_score":0.005095124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.120658166216388,"score_gpt":0.4976245641582129,"score_spread":0.3769663979418249,"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."}}