{"id":"W4285221661","doi":"10.5114/dr.2022.116921","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008242339,0.0006415103,0.002427831,0.0003513935,0.001061344,0.00003190029,0.000940955,0.0002233809,0.03408949],"category_scores_gemma":[0.0009602676,0.0006240061,0.0006100943,0.001448018,0.0005697306,0.00008980883,0.001276818,0.001708802,0.00481957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004657053,"about_ca_system_score_gemma":0.00128269,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004309144,"about_ca_topic_score_gemma":0.00001093236,"domain_scores_codex":[0.9919584,0.002989952,0.001422494,0.001033625,0.001120955,0.001474519],"domain_scores_gemma":[0.9969532,0.0005070199,0.0004290472,0.001347787,0.0003046,0.0004582718],"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":[0.0002792992,0.001491544,0.09473032,0.03259252,0.000937685,0.02789056,0.0006162267,0.000005319375,0.0001439366,0.004476757,0.8180011,0.01883474],"study_design_scores_gemma":[0.001418659,0.0002752372,0.0003533603,0.001683372,0.000644321,0.2170862,0.0004603571,0.0003318728,0.00009022524,0.0001614468,0.7769718,0.0005232323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009083599,0.8887326,0.00004671278,0.07781895,0.0008253541,0.003428151,0.0001441913,0.0001751726,0.01974525],"genre_scores_gemma":[0.3571559,0.5485741,0.0001281213,0.08412245,0.0001221425,0.001821257,0.0005794389,0.0001556493,0.007340924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3480724,"threshold_uncertainty_score":0.9996212,"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."}}