{"id":"W3049207044","doi":"10.1016/j.carpath.2020.107266","title":"Unexpected diagnosis of metastatic breast carcinoma in an endomyocardial biopsy done for cardiac allograft rejection evaluation","year":2020,"lang":"en","type":"article","venue":"Cardiovascular Pathology","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of British Columbia; Ottawa Hospital","funders":"","keywords":"Medicine; Lumpectomy; Tacrolimus; Heart failure; Internal medicine; Lobular carcinoma; Transplantation; Pathology; Breast cancer; Cancer; Mastectomy; Ductal carcinoma","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":[0.0007132718,0.0009860144,0.000810675,0.002035107,0.00212433,0.00157903,0.001205872,0.002346219,0.003351387],"category_scores_gemma":[0.005843351,0.0005353435,0.00103732,0.0007477489,0.0008296015,0.00144355,0.001236771,0.002716073,0.001142185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001261399,"about_ca_system_score_gemma":0.001274197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002313726,"about_ca_topic_score_gemma":0.003600061,"domain_scores_codex":[0.9988521,0.0001193776,0.0001642866,0.0001832127,0.0002861869,0.0003947741],"domain_scores_gemma":[0.9967623,0.0008386413,0.0004780852,0.0002237918,0.0004560862,0.001241186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002970333,0.000211956,0.2891426,0.0001005453,0.0000494725,0.6989356,0.0002850929,0.0001459886,0.001727235,0.0002523891,0.001421696,0.007430482],"study_design_scores_gemma":[0.00002169548,0.000285344,0.07562585,0.0001193898,0.0001242561,0.9194129,0.0007323028,0.0007954274,0.001408243,0.0003590605,0.001083544,0.00003204305],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744623,0.004313498,0.003871303,0.004968484,0.0006890239,0.0001531516,0.0004979295,0.0001558248,0.01088855],"genre_scores_gemma":[0.9949654,0.0009819182,0.0009753631,0.001284497,0.0007594354,0.00001598545,0.0003797456,0.00003125105,0.0006062706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351387,"threshold_uncertainty_score":0.01121151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06390650758890913,"score_gpt":0.327322280718795,"score_spread":0.2634157731298858,"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."}}