{"id":"W2599933730","doi":"10.1038/srep45293","title":"Characterisation of male breast cancer: a descriptive biomarker study from a large patient series","year":2017,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Male Breast Health Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"Breast Cancer Campaign","keywords":"Medicine; Breast cancer; Tissue microarray; Internal medicine; Male breast cancer; Oncology; Immunohistochemistry; Cohort; Biomarker; Proportional hazards model; Cancer; Lymph node; Biology","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":[0.0005273138,0.000238489,0.0005844707,0.001307091,0.0003845044,0.0007002922,0.0002490437,0.0002308888,0.001513595],"category_scores_gemma":[0.002031829,0.0002113698,0.0002642923,0.001206719,0.000244818,0.0003615833,0.0006588713,0.0002269551,0.0004642327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278338,"about_ca_system_score_gemma":0.0003157628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006110665,"about_ca_topic_score_gemma":0.0008448762,"domain_scores_codex":[0.9995164,0.00008869608,0.00005881458,0.0001625203,0.0001099689,0.0000635359],"domain_scores_gemma":[0.9989801,0.0002086848,0.0003463467,0.000182634,0.0001143915,0.0001678525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001192901,0.00003873322,0.9891592,0.00003571042,0.00006282622,0.0008632055,0.0002392166,0.0000427463,0.001537805,0.00004458561,0.0003220704,0.00753459],"study_design_scores_gemma":[0.000009726783,0.0001593773,0.9885374,0.00001489874,0.00006919264,0.008145184,0.0003854379,0.0001999149,0.0003591033,0.00005058265,0.002059885,0.000009245767],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979343,0.0007620452,0.0003284468,0.00004119431,0.00000421342,0.0000143073,0.0006790968,0.000007524821,0.0002288557],"genre_scores_gemma":[0.9978552,0.0003515251,0.0002931285,0.00004475419,0.00002735912,0.00002406257,0.001270314,0.000007665773,0.0001259403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001513595,"threshold_uncertainty_score":0.005063474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346143891194956,"score_gpt":0.3138659508380097,"score_spread":0.2792515617185141,"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."}}