{"id":"W4378695755","doi":"10.5114/dr.2023.127717","title":"Quiz dermatologiczny","year":2023,"lang":"pl","type":"article","venue":"Dermatology Review","topic":"Cancer and Skin Lesions","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":[0.000784528,0.001104043,0.001198635,0.003069592,0.001323856,0.004554386,0.0007783322,0.002182921,0.1074886],"category_scores_gemma":[0.003922522,0.0004890076,0.001247969,0.001631298,0.001049024,0.003336056,0.002045047,0.004790202,0.05422971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001468107,"about_ca_system_score_gemma":0.001481958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002014933,"about_ca_topic_score_gemma":0.003298973,"domain_scores_codex":[0.9985591,0.0002054457,0.0001326701,0.000166674,0.0007900667,0.0001460221],"domain_scores_gemma":[0.9984103,0.0002854469,0.0002138388,0.0001377031,0.0006687324,0.0002838304],"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":[0.0001317598,0.0000983164,0.001098904,0.002075545,0.00006881628,0.002063436,0.0001779462,0.00008215607,0.002554816,0.007928267,0.5832426,0.4004775],"study_design_scores_gemma":[0.00002191616,0.00006647692,0.00154652,0.001024587,0.0000323094,0.01051408,0.0001546109,0.0000595275,0.0005684776,0.003597458,0.9823904,0.0000236267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004753669,0.5427392,0.005038143,0.04039397,0.04739912,0.0003536168,0.001886088,0.001497476,0.3559387],"genre_scores_gemma":[0.0646086,0.4836144,0.006507364,0.0525899,0.03168692,0.0002595778,0.002779853,0.0006316999,0.3573216],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1074886,"threshold_uncertainty_score":0.3595851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05121163468643401,"score_gpt":0.3729865694640985,"score_spread":0.3217749347776645,"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."}}