{"id":"W4411612725","doi":"10.2174/0115733963361849250611072347","title":"Netherton Syndrome Perspectives","year":2025,"lang":"en","type":"article","venue":"Current Pediatric Reviews","topic":"Skin and Cellular Biology Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Dermatology; Pathophysiology; Psychological intervention; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004398669,0.0001509419,0.000224576,0.00008998017,0.0000738985,0.00001804592,0.00029901,0.000107486,0.00008699713],"category_scores_gemma":[0.0002569766,0.0001190177,0.0001834839,0.0002984016,0.0000603531,0.000002036713,0.0001491235,0.0001619234,0.0001638007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001502982,"about_ca_system_score_gemma":0.00009473765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000113053,"about_ca_topic_score_gemma":8.12191e-7,"domain_scores_codex":[0.9988102,0.0002018213,0.0002522688,0.0004068961,0.00007779026,0.0002510445],"domain_scores_gemma":[0.9993762,0.00001398941,0.00006622685,0.0004224014,0.00005938666,0.00006173507],"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":[0.0001594516,0.0009863786,0.2496168,0.001450664,0.0001764754,0.00003115615,0.0001889873,0.00000276155,0.02523782,0.00389143,0.4311887,0.2870694],"study_design_scores_gemma":[0.0003438507,0.000104878,0.004401528,0.00002783159,0.00004889784,0.00002233218,0.0000463912,0.000002819297,0.0007381784,0.0001229768,0.9939567,0.0001835572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2940063,0.6991763,0.001039902,0.0001304464,0.0006346916,0.0005073803,0.000005009816,0.00001403048,0.004486048],"genre_scores_gemma":[0.3982048,0.5944088,0.0002037768,0.00007719162,0.0008417933,0.0001742674,0.0001421696,0.00001834243,0.005928924],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5627681,"threshold_uncertainty_score":0.4853399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625332476546416,"score_gpt":0.3477285764464963,"score_spread":0.3214752516810321,"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."}}