{"id":"W4411474731","doi":"10.1016/j.humpath.2025.105856","title":"Microinvasive carcinoma of the breast","year":2025,"lang":"en","type":"review","venue":"Human Pathology","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Breast carcinoma; Carcinoma; Oncology; Biomarker; Immunohistochemistry; Breast cancer; Epidemiology; Pathology; Internal medicine; Cancer; 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":[0.0006181971,0.001265088,0.001870643,0.002899803,0.0002436973,0.001029133,0.001009288,0.001174132,0.00311435],"category_scores_gemma":[0.0009127533,0.0003515529,0.0003754345,0.002624889,0.000640618,0.001262242,0.0007630825,0.002135671,0.002251907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000830851,"about_ca_system_score_gemma":0.001052346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001731038,"about_ca_topic_score_gemma":0.003545445,"domain_scores_codex":[0.9998073,0.00003737795,0.00002381936,0.00003513132,0.0000744772,0.00002188889],"domain_scores_gemma":[0.9996253,0.0001971547,0.00004557062,0.00001236139,0.00007497572,0.00004463511],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008688133,0.000045291,0.0001230638,0.01222041,0.00005238273,0.0002632148,0.0000220209,0.0002997631,0.0008646511,0.00233066,0.05760718,0.9260845],"study_design_scores_gemma":[0.00003514381,0.00008819889,0.0009522247,0.00600719,0.000151022,0.002154212,0.00004927948,0.0001029253,0.0004103179,0.001922552,0.9880994,0.00002756089],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003132927,0.9988281,0.0000677476,0.0001629722,0.000254176,0.000002288691,0.00001101951,0.000004386703,0.0006379216],"genre_scores_gemma":[0.0002828989,0.9986616,0.00008138161,0.0002252962,0.0003252276,0.000003272268,0.00002066278,9.632146e-7,0.0003986064],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00311435,"threshold_uncertainty_score":0.01041853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02036667372954047,"score_gpt":0.3068435641220156,"score_spread":0.2864768903924751,"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."}}