{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004198271,0.001063372,0.001715079,0.001684217,0.001728805,0.003157994,0.002791649,0.01629717,0.004905701],"category_scores_gemma":[0.02273571,0.0006692765,0.001167957,0.0005447486,0.002755373,0.007020938,0.001762544,0.02558693,0.003824603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001758914,"about_ca_system_score_gemma":0.001789351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001225737,"about_ca_topic_score_gemma":0.003124682,"domain_scores_codex":[0.9979889,0.000465967,0.0002733429,0.0004205161,0.0005796424,0.0002715398],"domain_scores_gemma":[0.9870473,0.005652087,0.0006388095,0.0004712081,0.003524567,0.00266601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00006565945,0.00003744417,0.001258569,0.0004584155,0.00004294736,0.01193514,0.0002064673,0.0001333653,0.0003359038,0.00379073,0.9168836,0.06485166],"study_design_scores_gemma":[0.00004994183,0.0001226466,0.001238766,0.001069407,0.00005730099,0.08490393,0.0006797594,0.0005024349,0.0003227993,0.007485031,0.9034714,0.00009656783],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00153549,0.06644088,0.001020675,0.792562,0.1347478,0.00001757064,0.00005889904,0.0001813358,0.003435393],"genre_scores_gemma":[0.01700931,0.04691508,0.001392119,0.4323703,0.4961997,0.0000421418,0.00008169737,0.0001125244,0.005877164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01629717,"threshold_uncertainty_score":0.02220285,"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."}}