{"id":"W4366704926","doi":"10.5114/dr.2022.126827","title":"Quiz dermatologiczny","year":2022,"lang":"pl","type":"article","venue":"Dermatology Review","topic":"Cutaneous lymphoproliferative disorders research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dermatology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00108182,0.001048161,0.001058871,0.003381379,0.001333145,0.00512484,0.0007798939,0.002041613,0.2113679],"category_scores_gemma":[0.006522475,0.0004830369,0.001041022,0.001651409,0.0008495516,0.003172161,0.002128433,0.004219004,0.1169305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001364436,"about_ca_system_score_gemma":0.001540613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700535,"about_ca_topic_score_gemma":0.003031048,"domain_scores_codex":[0.9984649,0.0002355339,0.0001341174,0.0001716953,0.0008566037,0.0001371346],"domain_scores_gemma":[0.9975944,0.0004680707,0.0002476311,0.0002162167,0.001017999,0.0004556589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007906802,0.00005917235,0.0004980745,0.000828766,0.00002382263,0.0008210713,0.00009881759,0.00003965187,0.001004631,0.003573157,0.7326321,0.2603417],"study_design_scores_gemma":[0.00001465581,0.00004146932,0.0008067089,0.0005509433,0.00001447403,0.003471876,0.00008998411,0.00003565223,0.0002741832,0.001721391,0.9929653,0.00001335067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00346727,0.2582645,0.005725435,0.06488451,0.06684043,0.0005120564,0.00251771,0.002708419,0.5950797],"genre_scores_gemma":[0.03627899,0.2173052,0.006165269,0.04726738,0.03383065,0.000298824,0.002558397,0.0008823805,0.655413],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2113679,"threshold_uncertainty_score":0.7070962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03248884696047281,"score_gpt":0.3460880103205102,"score_spread":0.3135991633600374,"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."}}