{"id":"W4291015207","doi":"10.5114/dr.2022.118667","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":[0.001002059,0.0009651023,0.001000666,0.003198889,0.001189333,0.004656374,0.0007406934,0.00190693,0.2212006],"category_scores_gemma":[0.006285638,0.0004258062,0.0009182006,0.001646615,0.0007320854,0.002898051,0.001913704,0.003854441,0.1209146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001211427,"about_ca_system_score_gemma":0.001363508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001459127,"about_ca_topic_score_gemma":0.002624718,"domain_scores_codex":[0.9984817,0.0002379668,0.0001308455,0.0001498082,0.0008672187,0.0001325101],"domain_scores_gemma":[0.9975933,0.0004770743,0.0002499198,0.0002146351,0.001036345,0.000428694],"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":[0.0000734093,0.00005733547,0.0004339687,0.0007696389,0.00002005952,0.0008153533,0.00008511748,0.00003472938,0.0009945846,0.002848737,0.7563968,0.2374702],"study_design_scores_gemma":[0.00001395715,0.00003988754,0.0007873094,0.0005115601,0.00001279457,0.003567111,0.00008644119,0.00003658932,0.0002800796,0.001440474,0.9932115,0.00001223018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003775919,0.2201085,0.005563023,0.06228025,0.06207648,0.0006122311,0.0028301,0.002888581,0.6398649],"genre_scores_gemma":[0.0348486,0.1892564,0.006367654,0.04662466,0.03194731,0.0003167455,0.002850859,0.000877165,0.6869106],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2212006,"threshold_uncertainty_score":0.7399899,"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."}}