{"id":"W4327647721","doi":"10.5114/dr.2022.125899","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":"Medicine; Dermatology","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":[0.0009465109,0.001006013,0.0009939034,0.003039609,0.001217776,0.004421738,0.0007213706,0.001939276,0.2384221],"category_scores_gemma":[0.006600346,0.0004342597,0.0009540683,0.001443458,0.0007004701,0.002842127,0.0018484,0.0039383,0.1292366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169261,"about_ca_system_score_gemma":0.001238133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001463853,"about_ca_topic_score_gemma":0.002703579,"domain_scores_codex":[0.9987004,0.0002070972,0.0001092233,0.0001431888,0.0007206843,0.0001194542],"domain_scores_gemma":[0.9976295,0.0004878971,0.0002316061,0.0001964408,0.001009642,0.0004448972],"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":[0.00007226566,0.00005405026,0.0004019556,0.000677053,0.00001921151,0.000764928,0.00007291869,0.0000350082,0.0008346651,0.002495132,0.7780448,0.2165281],"study_design_scores_gemma":[0.00001605943,0.00004329509,0.0007763715,0.0005283718,0.0000138859,0.003536729,0.00008525833,0.00003902372,0.0002510728,0.001497482,0.9931995,0.00001306758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003338844,0.2273153,0.005353362,0.06417207,0.07133727,0.0005447504,0.002509765,0.002795609,0.622633],"genre_scores_gemma":[0.03445737,0.1862321,0.005635462,0.0501432,0.03599939,0.0003060176,0.002550994,0.0008686178,0.6838069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2384221,"threshold_uncertainty_score":0.7976012,"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."}}