{"id":"W4405009401","doi":"10.1111/his.15381","title":"Variability in the diagnosis and reporting of metaplastic breast carcinoma: results of an international survey","year":2024,"lang":"en","type":"article","venue":"Histopathology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"National Cancer Institute; National Institutes of Health","keywords":"Metaplastic carcinoma; Medicine; Carcinoma; Biopsy; Oncology; Breast carcinoma; Internal medicine; Pathology; Breast cancer; Cancer","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.006131841,0.0002490909,0.000312985,0.001707407,0.0002937938,0.0009159925,0.0005582594,0.0005447504,0.0009845932],"category_scores_gemma":[0.0140248,0.0002554021,0.0005541375,0.00243099,0.0005759905,0.0009517591,0.001015908,0.0004912911,0.0003360667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492539,"about_ca_system_score_gemma":0.0004184026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003456341,"about_ca_topic_score_gemma":0.002364441,"domain_scores_codex":[0.9947281,0.002508398,0.0009396118,0.0006641079,0.0007755941,0.0003840762],"domain_scores_gemma":[0.9848318,0.005071239,0.006534044,0.0009333651,0.001944591,0.0006849627],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004710611,0.00001897819,0.9974391,0.00002752309,0.00003461763,0.00002118495,0.0005762251,0.00002865663,0.00006371475,0.00001164839,0.0001009889,0.001630224],"study_design_scores_gemma":[0.000001832904,0.00005679262,0.9982867,0.00001630833,0.00001317229,0.0001053649,0.001125795,0.00008244748,0.00003657925,0.000007959136,0.000262075,0.000005111477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972225,0.0005231877,0.0002633643,0.0001228482,0.0000129292,0.00002820095,0.0008196874,0.00000690683,0.001000209],"genre_scores_gemma":[0.9990755,0.0002121519,0.000104481,0.00004555029,0.000008185235,0.00002077688,0.0004629992,0.000004250804,0.00006602395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9938682,"threshold_uncertainty_score":0.03242868,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06270312109763354,"score_gpt":0.3241478681137161,"score_spread":0.2614447470160826,"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."}}