{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004683281,0.000134339,0.0002815244,0.001182632,0.0002168672,0.0003955853,0.0002706399,0.000140702,0.004123722],"category_scores_gemma":[0.0008354544,0.00006885441,0.0001924164,0.0009270046,0.0001430059,0.0001073592,0.0003698912,0.0002118242,0.0009941903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003017175,"about_ca_system_score_gemma":0.0003189928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126575,"about_ca_topic_score_gemma":0.001778455,"domain_scores_codex":[0.9996834,0.00006181418,0.00003256366,0.00007069184,0.0001035055,0.00004802322],"domain_scores_gemma":[0.999671,0.00005762693,0.00010489,0.00002460574,0.00008633034,0.00005565725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008874175,0.00005726094,0.9245481,0.0001000573,0.00006803393,0.000217465,0.00006969954,0.0003437265,0.0250884,0.000122668,0.004062777,0.04443446],"study_design_scores_gemma":[0.0000333824,0.0002291612,0.9725943,0.00002663556,0.00007214738,0.001691239,0.0001577436,0.001552808,0.01698595,0.0001876201,0.006460672,0.000008325335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986421,0.0007389878,0.001649864,0.0001853989,0.00002075881,0.00008796783,0.007040253,0.00007159623,0.003784135],"genre_scores_gemma":[0.9833461,0.000217236,0.003214775,0.00007990719,0.0000236012,0.00008989152,0.01121621,0.00003934473,0.001772971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004123722,"threshold_uncertainty_score":0.0137952,"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."}}