{"id":"W2412778430","doi":"10.1177/000313480106701007","title":"Merkel Cell Carcinoma: Important Aspects of Diagnosis and Management","year":2001,"lang":"en","type":"article","venue":"The American Surgeon","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital","funders":"","keywords":"Merkel cell carcinoma; Medicine; Pathological; Radiation therapy; Malignancy; Lymphovascular invasion; Retrospective cohort study; Merkel cell; Carcinoma; Lymph node; Surgery; Oncology; Internal medicine; Metastasis; 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":[0.0001179704,0.0001010543,0.0002806366,0.0000666135,0.00004543904,0.000004320335,0.00005689507,0.00001412348,0.00006973743],"category_scores_gemma":[0.00001133147,0.00006105118,0.00008144826,0.0002607612,0.0002451056,0.0000158524,0.00004479089,0.00006519436,0.000008493148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001470615,"about_ca_system_score_gemma":0.00002212812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001657408,"about_ca_topic_score_gemma":0.00001265252,"domain_scores_codex":[0.9992617,0.00003572986,0.000199301,0.0001446117,0.0001674433,0.0001911574],"domain_scores_gemma":[0.9993339,0.00008401406,0.0001714265,0.0002732564,0.00001848377,0.0001189755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003015963,0.000364854,0.9703575,0.00008484726,0.0001227912,0.000532047,0.0001313578,0.00000178319,0.0008543652,0.0004061451,0.002261239,0.02458152],"study_design_scores_gemma":[0.0005800146,0.0002432006,0.9862552,0.00004135327,0.0004115354,0.00004296798,0.000487959,0.00003796196,0.002899217,0.0001093245,0.008792163,0.00009909197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9736626,0.00474515,0.000002733149,0.0007044767,0.00003713854,0.0002071307,0.000006952363,0.0000223448,0.02061154],"genre_scores_gemma":[0.9864902,0.01256986,0.00002619181,0.0003568023,0.00002696848,0.00001944556,0.000003838771,0.00001335763,0.000493321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02448242,"threshold_uncertainty_score":0.2505516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137455440413181,"score_gpt":0.2466750327384926,"score_spread":0.2353004783343608,"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."}}