{"id":"W2790615713","doi":"10.1158/1538-7445.sabcs17-pd7-12","title":"Abstract PD7-12: Molecular subtyping of male breast cancer by the International male breast cancer program (IMBC): EORTC 10085/TBCRC 0-29/BIG 2-07/NABCG/BOOG 2009-04","year":2018,"lang":"en","type":"article","venue":"Cancer Research","topic":"Male Breast Health Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Breast cancer; Oncology; Internal medicine; Amplicon; Cancer; Male breast cancer; Logistic regression; Medicine; Biology; Bioinformatics; Gene; Genetics; Polymerase chain reaction","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00159538,0.0004408136,0.0006764964,0.0003356911,0.000528697,0.00009987759,0.0009851396,0.0002436637,0.016885],"category_scores_gemma":[0.0001327998,0.0003365066,0.0002067961,0.0008024214,0.001616274,0.0001788377,0.0005282714,0.001280535,0.0001939153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346856,"about_ca_system_score_gemma":0.002777902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03591542,"about_ca_topic_score_gemma":0.006929893,"domain_scores_codex":[0.9941106,0.0001862061,0.0008095644,0.0009429583,0.002365381,0.001585268],"domain_scores_gemma":[0.9953744,0.0001628004,0.0003235512,0.0009033249,0.002716217,0.0005197475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.004110837,0.001119423,0.2637827,0.002274783,0.001085531,0.000213716,0.00130438,0.00003868022,0.05671154,0.0002398064,0.3509266,0.318192],"study_design_scores_gemma":[0.003869736,0.0004068743,0.7970864,0.002767103,0.0001806589,0.0008825954,0.0009563184,0.000344303,0.01190714,0.00006946882,0.1808825,0.0006469262],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8911645,0.01451969,0.00001952241,0.06823738,0.0013224,0.003046911,0.002584633,0.0001285162,0.01897644],"genre_scores_gemma":[0.9737104,0.004437026,0.00008514016,0.001142606,0.003237704,0.002572766,0.00006002009,0.0001229137,0.01463145],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5333037,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07447266777076844,"score_gpt":0.4328720265641394,"score_spread":0.3583993587933709,"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."}}