{"id":"W2114069327","doi":"10.4081/rt.2011.e23","title":"Merkel cell carcinoma of skin-current controversies and recommendations","year":2011,"lang":"en","type":"article","venue":"Rare Tumors","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Medicine; Merkel cell carcinoma; Merkel cell; Sentinel node; Radiation therapy; Population; Biopsy; Disease; Adjuvant radiotherapy; Surgery; General surgery; Carcinoma; Cancer; Radiology; Internal medicine","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":[0.00002491174,0.00007414699,0.0001585554,0.00006422292,0.00003753578,0.000002410492,0.00003217945,0.00002612772,0.000312514],"category_scores_gemma":[0.00002420709,0.00005800511,0.00005492955,0.00005918001,0.00006960201,0.00003905686,0.00002381537,0.00007309169,0.00001005366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008615715,"about_ca_system_score_gemma":0.00004524202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005868902,"about_ca_topic_score_gemma":0.000001571057,"domain_scores_codex":[0.9995617,0.00001597617,0.0001429563,0.0001033045,0.00006637767,0.0001096494],"domain_scores_gemma":[0.9996296,0.00004119605,0.00006420406,0.0001177275,0.0000266061,0.0001206409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001451207,0.00327876,0.8172164,0.001418126,0.0003071465,0.0003494689,0.01142191,0.000001096008,0.005455878,0.004938045,0.06880575,0.08535619],"study_design_scores_gemma":[0.004860788,0.0006163568,0.9232016,0.0003401948,0.0006455579,0.00007526571,0.002904823,0.0001079033,0.04803683,0.0004269966,0.01849419,0.0002895095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766008,0.006226808,0.00001158321,0.0002215228,0.0001379913,0.0001513919,0.00005954709,0.00002096666,0.01656935],"genre_scores_gemma":[0.9990702,0.0002038262,0.0001273025,0.00007820271,0.0000274546,0.000004184069,0.00002082596,0.000007873868,0.0004601418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1059852,"threshold_uncertainty_score":0.3421809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02205848870338084,"score_gpt":0.2513630690937551,"score_spread":0.2293045803903743,"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."}}