{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008736835,0.0009451431,0.0009675634,0.002928885,0.001143441,0.004136586,0.0007024381,0.001835469,0.220086],"category_scores_gemma":[0.005918936,0.0003906513,0.0008907957,0.001491017,0.0006725589,0.002722184,0.001798749,0.003721992,0.1172547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001126824,"about_ca_system_score_gemma":0.001187575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001487913,"about_ca_topic_score_gemma":0.002761046,"domain_scores_codex":[0.998736,0.0001978391,0.0001087239,0.0001360168,0.0007061864,0.0001153152],"domain_scores_gemma":[0.9978601,0.0004567904,0.0002223646,0.0001865283,0.0008801469,0.0003940219],"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":[0.00006689841,0.00005355554,0.0004251452,0.0007276524,0.00001913136,0.000851465,0.00007372579,0.00003536364,0.000896477,0.002598127,0.7669021,0.2273504],"study_design_scores_gemma":[0.00001463521,0.00004010979,0.0008357367,0.0005532263,0.0000129453,0.004108771,0.00008467768,0.00003729414,0.000249561,0.00145806,0.9925928,0.00001220125],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003299823,0.2348451,0.004811108,0.05861773,0.06245301,0.0005244894,0.002379294,0.002439983,0.6306295],"genre_scores_gemma":[0.03409601,0.1958668,0.00517773,0.04959246,0.03393162,0.0002794889,0.002430849,0.0007571546,0.6778679],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.220086,"threshold_uncertainty_score":0.7362611,"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."}}