{"id":"W4391474079","doi":"10.5114/dr.2023.134678","title":"Diagnostic and therapeutic difficulties in the cutaneous form of Langerhans cell histiocytosis in infant","year":2023,"lang":"en","type":"article","venue":"Dermatology Review","topic":"Histiocytic Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Langerhans cell histiocytosis; Histiocytosis; Dermatology; Histiocytosis X; Medicine; Pathology; Disease","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008046134,0.00009155272,0.0004165575,0.00008191665,0.00001836542,0.000002029725,0.00005511361,0.00004429193,0.00001800369],"category_scores_gemma":[0.0001151906,0.00005480457,0.00004099114,0.0002781701,0.00007303565,0.00001069342,0.00001578842,0.00008031587,0.00003539097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001847644,"about_ca_system_score_gemma":0.00002626736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007610302,"about_ca_topic_score_gemma":0.000151813,"domain_scores_codex":[0.9993382,0.00006658143,0.0002614177,0.0001105592,0.00007741348,0.0001458061],"domain_scores_gemma":[0.9993406,0.0004179857,0.00005413893,0.0001538733,0.00001286357,0.00002057308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004665232,0.0008126873,0.9230577,0.01639203,0.000103315,0.004942447,0.00699868,0.000002052094,0.00005766889,0.0007679439,0.00643923,0.04037955],"study_design_scores_gemma":[0.008578343,0.0006229997,0.8482741,0.01517905,0.001735237,0.01137982,0.002472152,0.0005292034,0.0002842515,0.001757323,0.1085486,0.0006389438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8407728,0.1540753,0.00000123551,0.003488593,0.00002538356,0.0006551869,0.000006316412,0.00001583697,0.0009592867],"genre_scores_gemma":[0.8770499,0.1216362,0.00001037155,0.001107019,0.000002303189,0.0001076293,0.00002367236,0.00000602169,0.00005685267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1021093,"threshold_uncertainty_score":0.2234865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793690230847369,"score_gpt":0.2811196947582026,"score_spread":0.2631827924497289,"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."}}