{"id":"W4237297712","doi":"10.1002/cncy.21329","title":"The Merkel cell carcinoma challenge","year":2013,"lang":"en","type":"letter","venue":"Cancer Cytopathology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Merkel cell carcinoma; Merkel cell polyomavirus; Merkel cell; Immunostaining; Pathology; Cytokeratin; Immunocytochemistry; Immunohistochemistry; Medicine; Immunophenotyping; Chromogranin A; Antigen; Carcinoma; Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00008097451,0.0003848073,0.0005881149,0.00009724487,0.0002144031,0.00002533417,0.0003111052,0.001297906,0.0007078576],"category_scores_gemma":[0.00002654494,0.000229631,0.0002849899,0.00008766066,0.0004082078,0.00002808719,0.0001035109,0.002120083,0.0007157964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000154536,"about_ca_system_score_gemma":0.0004591176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002002795,"about_ca_topic_score_gemma":0.000009179387,"domain_scores_codex":[0.9980157,0.0001362241,0.0003340339,0.0005313321,0.0002509789,0.0007317168],"domain_scores_gemma":[0.9985734,0.0001287786,0.0002015138,0.0008213913,0.0001240135,0.0001509375],"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":[0.00003737596,0.00003474244,0.00072667,0.0002080789,0.00004451663,0.00359074,0.00008136094,2.674404e-7,0.0001951319,0.00002241982,0.9907208,0.004337868],"study_design_scores_gemma":[0.0007875466,0.0002066302,0.003437556,0.00006728587,0.0005089495,0.0002569812,0.00002554624,0.00001021678,0.0002051829,0.0001383107,0.9940892,0.000266537],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01485018,0.1511623,0.000003425667,0.7958874,0.002862457,0.000696104,0.0001276654,0.0001045101,0.03430599],"genre_scores_gemma":[0.06711311,0.01755556,0.00002438097,0.8055723,0.01280047,0.000875403,0.0002240937,0.0001861708,0.09564846],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1336067,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027584708570443,"score_gpt":0.2668179395649715,"score_spread":0.246542092479267,"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."}}