{"id":"W2904739203","doi":"10.1038/s41379-018-0022-x","title":"MUC4 Staining in Sarcomatoid Carcinomas","year":2018,"lang":"en","type":"letter","venue":"Modern Pathology","topic":"Metastasis and carcinoma case studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; BC Cancer Agency; University of British Columbia","funders":"","keywords":"Sarcomatoid carcinoma; Pathology; Staining; Immunohistochemistry; Hematopathology; Mesothelioma; Biology; Carcinoma; Lung; Medicine; Gene; Internal medicine; Cytogenetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004821997,0.0005018081,0.001403348,0.0005143316,0.00008989334,0.00001715117,0.0001929688,0.0009295214,0.0002987498],"category_scores_gemma":[0.0001349827,0.0004379931,0.0002594383,0.0001669984,0.0003316303,0.00003544419,0.0002491054,0.001819135,0.0001929515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001600666,"about_ca_system_score_gemma":0.0001801771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004846807,"about_ca_topic_score_gemma":0.00004618764,"domain_scores_codex":[0.9968866,0.0003069933,0.0006176201,0.0009242318,0.0003885175,0.0008760061],"domain_scores_gemma":[0.9985415,0.0001073066,0.000198196,0.0009159783,0.0001576023,0.00007937069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000871063,0.00007024231,0.02055206,0.0004573222,0.0001143398,0.09205154,0.001723763,7.216597e-7,0.0003527212,0.00002680978,0.8792911,0.005272327],"study_design_scores_gemma":[0.002521131,0.0008062231,0.02578936,0.000282031,0.0003379983,0.007393883,0.0002301451,0.0003408167,0.0001893516,0.001204067,0.9601368,0.0007682324],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.5940879,0.00957248,0.0004426219,0.3715529,0.00114752,0.0009906358,0.0001526689,0.0001743476,0.021879],"genre_scores_gemma":[0.408007,0.0001720446,0.001113523,0.5802726,0.004546878,0.0001623276,0.0003885841,0.0001687934,0.005168326],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2087197,"threshold_uncertainty_score":0.9998072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04395109723060738,"score_gpt":0.2833115258781008,"score_spread":0.2393604286474934,"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."}}