{"id":"W4408955241","doi":"10.1002/dc.25472","title":"Pleural Metastasis of Merkel Cell Carcinoma","year":2025,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Medicine; Merkel cell carcinoma; Metastasis; Merkel cell; Carcinoma; Oncology; Pathology; Dermatology; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009474297,0.0001352384,0.0004104069,0.0002035733,0.00004106576,0.000003210947,0.00009261427,0.0001246368,0.0002025428],"category_scores_gemma":[0.0009034407,0.0001099613,0.0001602168,0.0002438729,0.0001800216,0.00002113555,0.0000698736,0.0001478427,0.00004910267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002388446,"about_ca_system_score_gemma":0.0001660597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007503181,"about_ca_topic_score_gemma":0.000004305669,"domain_scores_codex":[0.9990505,0.00006953285,0.0002997604,0.0002313276,0.0001021303,0.0002467381],"domain_scores_gemma":[0.9987471,0.0006847291,0.00007367311,0.000318579,0.00007352452,0.000102457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003354283,0.001273341,0.9388623,0.0005678571,0.0001163977,0.002522242,0.0002532996,0.00001762705,0.03178455,0.004172701,0.009405151,0.0106891],"study_design_scores_gemma":[0.002581323,0.0003881359,0.9182786,0.0001163098,0.001224787,0.0001497123,0.0001642757,0.00005686894,0.0732742,0.0004490626,0.003174227,0.0001425166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9741824,0.0101101,0.0001528681,0.0006492107,0.0003464542,0.0002321488,0.0000702824,0.00003826486,0.01421834],"genre_scores_gemma":[0.9976294,0.000270455,0.0002458644,0.0006734444,0.00003757596,0.00002708428,0.000037465,0.00001150883,0.001067217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04148965,"threshold_uncertainty_score":0.4484092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008238394596735144,"score_gpt":0.2693821793824732,"score_spread":0.2611437847857381,"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."}}