{"id":"W4303629052","doi":"10.3390/curroncol29100570","title":"A Regional Survey on Merkel Cell Carcinoma: A Plea for Uniform Patient Journey Modeling and Diagnostic–Therapeutic Pathway","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Merkel cell carcinoma; Medicine; Avelumab; Skin cancer; Family medicine; Cancer; Carcinoma; Pathology; Immunotherapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00188365,0.0001236758,0.0002212195,0.0007088502,0.0004177365,0.0006360266,0.0004014091,0.0003822985,0.002198275],"category_scores_gemma":[0.005364245,0.0001378593,0.0002663242,0.001390345,0.0004117074,0.0008107697,0.001032737,0.0003275165,0.0003039014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006756529,"about_ca_system_score_gemma":0.001326649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00803497,"about_ca_topic_score_gemma":0.009352453,"domain_scores_codex":[0.9978067,0.001087897,0.0002572575,0.0002390515,0.0002847074,0.0003242914],"domain_scores_gemma":[0.9941722,0.001574636,0.002231715,0.0002814942,0.0007973866,0.0009425409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004977803,0.00004450056,0.9787778,0.0004028863,0.00002827773,0.0003142608,0.007878113,0.0001074909,0.000767657,0.0001476969,0.001387997,0.01009359],"study_design_scores_gemma":[0.000003714819,0.00009701123,0.9805038,0.0001089531,0.0000101342,0.0005079494,0.01445865,0.0001157364,0.00008476274,0.00003260551,0.004065551,0.00001112243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993829,0.001041893,0.0003384189,0.002218454,0.00002114418,0.00006388236,0.0007768743,0.00001256825,0.001697795],"genre_scores_gemma":[0.9974935,0.0008341545,0.0003907695,0.0006064808,0.00001930762,0.00006957518,0.0003864278,0.000005629566,0.0001941511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00803497,"threshold_uncertainty_score":0.01597643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1603083304042272,"score_gpt":0.3648781655041182,"score_spread":0.204569835099891,"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."}}