{"id":"W3183572698","doi":"10.1136/bcr-2020-235488","title":"Cystic hypersecretory ductal carcinoma (CHDC): a rare distinctive variant of ductal carcinoma","year":2021,"lang":"en","type":"article","venue":"BMJ Case Reports","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Covenant Health; University of Alberta","funders":"","keywords":"Medicine; Ductal carcinoma; Malignancy; Presentation (obstetrics); Carcinoma; Invasive ductal carcinoma; Rare disease; Pathology; Internal medicine; Radiology; Disease; Cancer; Breast 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":[],"consensus_categories":[],"category_scores_codex":[0.0001887474,0.0006118838,0.0005978597,0.001312148,0.0008195025,0.0009192295,0.0005506413,0.002273642,0.001228421],"category_scores_gemma":[0.00170655,0.0003936824,0.0002881913,0.001176768,0.001072112,0.0009300227,0.001258253,0.00117423,0.00053796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005109792,"about_ca_system_score_gemma":0.0004916106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233811,"about_ca_topic_score_gemma":0.001795593,"domain_scores_codex":[0.999647,0.00004200096,0.00003430153,0.00005412815,0.00009296626,0.0001295471],"domain_scores_gemma":[0.9991062,0.0002590999,0.000242223,0.00005691964,0.00005505283,0.0002804939],"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":[0.00005720933,0.00002524012,0.02519648,0.0001027951,0.000008595508,0.9607791,0.0002158162,0.00008924768,0.006733153,0.0005041891,0.0007244522,0.005563763],"study_design_scores_gemma":[0.000003611274,0.00002521336,0.004981403,0.00001434979,0.00000332874,0.9934302,0.0001240754,0.0000714494,0.0004940597,0.00006502045,0.0007806328,0.000006737321],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963698,0.01890977,0.002679992,0.002536762,0.0002390581,0.0001359762,0.0003195798,0.0001679789,0.01131303],"genre_scores_gemma":[0.9938998,0.003113236,0.001238391,0.000422029,0.0003978618,0.00001277958,0.0001012739,0.00002079161,0.0007938547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002273642,"threshold_uncertainty_score":0.004109502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01943783841077344,"score_gpt":0.2673456541543276,"score_spread":0.2479078157435542,"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."}}