{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003037656,0.0001629829,0.0003099415,0.0001324471,0.0002802476,0.000007570957,0.00007343227,0.00007720951,0.00005477401],"category_scores_gemma":[0.0001426408,0.0001345875,0.0001092294,0.0001107191,0.00005801621,0.00002206396,0.00008437369,0.0003776609,0.000004807765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002654496,"about_ca_system_score_gemma":0.0004757015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001074098,"about_ca_topic_score_gemma":0.00002576239,"domain_scores_codex":[0.998661,0.0002105754,0.00028644,0.0003011747,0.0002189701,0.0003218851],"domain_scores_gemma":[0.9986766,0.0007229563,0.000113975,0.0001593994,0.00009075294,0.0002362965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01334382,0.02737449,0.2232682,0.0009885926,0.0005682568,0.0005812485,0.009153418,0.0101003,0.0009650928,0.002944508,0.05650607,0.654206],"study_design_scores_gemma":[0.02907396,0.02753796,0.1170438,0.0002429082,0.001217842,0.000392755,0.002866452,0.2083111,0.0003394966,0.002011049,0.6097511,0.001211602],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786941,0.01784085,0.0003226335,0.0007398865,0.0009257104,0.0007592497,0.0003622522,0.00002912433,0.0003261846],"genre_scores_gemma":[0.9981058,0.0004911947,0.00003597134,0.0005785621,0.0001106287,0.0002468546,0.0003343952,0.00002582712,0.00007080683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6529944,"threshold_uncertainty_score":0.5488321,"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."}}