{"id":"W4395464672","doi":"10.1007/s00403-024-02853-0","title":"Systematic evaluation of Merkel cell carcinoma clinical practice guidelines using the AGREE II instrument","year":2024,"lang":"en","type":"article","venue":"Archives of Dermatological Research","topic":"Polyomavirus and related diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of General Medical Sciences","keywords":"Merkel cell carcinoma; Dermatology; Clinical Practice; Medicine; Carcinoma; Oncology; Medical physics; Pathology; Family medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004929319,0.0001249554,0.0004955883,0.0002205073,0.0001697624,0.0000221571,0.0002765696,0.0001138566,0.00005721637],"category_scores_gemma":[0.0188727,0.0000618358,0.0002905844,0.0003852494,0.0006306018,0.00008058712,0.0003359356,0.0005442154,0.00001341267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002871844,"about_ca_system_score_gemma":0.0009572954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006701059,"about_ca_topic_score_gemma":0.000001021064,"domain_scores_codex":[0.9941817,0.002190093,0.001234136,0.0002908363,0.001787917,0.0003153152],"domain_scores_gemma":[0.9926391,0.005609822,0.0001821882,0.0004848738,0.0008681025,0.0002158734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.01107749,0.02396724,0.1546665,0.2951916,0.009849145,0.004754383,0.0169117,0.002287769,0.1556181,0.07024522,0.03102153,0.2244094],"study_design_scores_gemma":[0.004630182,0.002257433,0.05047913,0.02259732,0.005307641,0.001609616,0.008057034,0.8719971,0.0202881,0.01073253,0.001637694,0.0004062504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500055,0.03549618,0.000132994,0.004547285,0.0001203776,0.001232843,0.00001240938,0.00002086674,0.008431545],"genre_scores_gemma":[0.9961871,0.0008778513,0.002569794,0.0001313276,0.0000632505,0.00003663351,0.000007352721,0.00001208978,0.0001146243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8697093,"threshold_uncertainty_score":0.9893917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4111016978994796,"score_gpt":0.5484779007406768,"score_spread":0.1373762028411972,"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."}}