{"id":"W4316465881","doi":"10.5114/dr.2022.124243","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":[0.001213836,0.001026027,0.001083477,0.003589971,0.001322539,0.005050089,0.0008119881,0.001984688,0.2724284],"category_scores_gemma":[0.008288074,0.0004603665,0.001029373,0.001752601,0.0008057345,0.003242183,0.002131908,0.003963572,0.1516103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001335954,"about_ca_system_score_gemma":0.001541866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715932,"about_ca_topic_score_gemma":0.003200148,"domain_scores_codex":[0.9982947,0.0002827771,0.0001438474,0.0001659185,0.0009709166,0.0001418627],"domain_scores_gemma":[0.9969778,0.0006196357,0.0002823255,0.0002741334,0.001313416,0.0005328079],"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":[0.00006863537,0.00005252393,0.000381968,0.0006599447,0.00001752924,0.0005967521,0.0000784343,0.00003279746,0.0007262276,0.002518805,0.7971842,0.1976822],"study_design_scores_gemma":[0.00001494624,0.00003834328,0.0007057536,0.0004883403,0.00001191485,0.002301127,0.0000838247,0.00003160636,0.0002241168,0.001503886,0.9945844,0.00001164114],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003084218,0.1704172,0.005751619,0.06030733,0.06190971,0.0006632566,0.003176091,0.003183455,0.6915071],"genre_scores_gemma":[0.02977068,0.1496834,0.006326921,0.04578685,0.03029157,0.0003639121,0.002963429,0.0009958319,0.7338175],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2724284,"threshold_uncertainty_score":0.9113637,"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."}}