{"id":"W2965604463","doi":"10.1111/pde.13913","title":"Patterned cutaneous hypopigmentation phenotype characterization: A retrospective study in 106 children","year":2019,"lang":"en","type":"article","venue":"Pediatric Dermatology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill Genome Centre; Université de Montréal; Université Laval; McGill University Health Centre; Centre Hospitalier Universitaire Sainte-Justine","funders":"Canadian Dermatology Foundation","keywords":"Hypopigmentation; Medicine; Trunk; Dermatology; Phototype; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003560042,0.0001449508,0.0001876725,0.00009559471,0.00003063007,0.00001361592,0.0001497654,0.0001168482,0.0001255193],"category_scores_gemma":[0.00002254043,0.0001467567,0.00004290867,0.0001654715,0.00001769641,0.00000442997,0.00008545002,0.00007343597,0.0001383468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001875814,"about_ca_system_score_gemma":0.00006227745,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002190965,"about_ca_topic_score_gemma":0.00002348329,"domain_scores_codex":[0.9989213,0.00009696947,0.0002411796,0.0003993216,0.0001152448,0.0002260324],"domain_scores_gemma":[0.9995242,0.000006101757,0.0001034925,0.0002660874,0.00004725341,0.0000528934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005530885,0.0002246614,0.9953065,0.00001009154,0.0000240505,0.00002640694,0.0001031123,0.000009949958,0.003828374,0.000005270219,0.0001479078,0.0002583674],"study_design_scores_gemma":[0.001169712,0.00019962,0.9975106,0.000001085643,0.00003493474,0.0001370675,0.00006474987,0.00001838998,0.0005821445,0.00002594446,0.0000849151,0.0001708303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983128,0.0001990224,0.0001333218,0.00007183365,0.0002786486,0.0006645934,0.00002195696,0.00001577101,0.0003020483],"genre_scores_gemma":[0.9987447,0.0001283835,0.00003464215,0.0001955269,0.0002212697,0.00003952211,0.0004344481,0.00001959586,0.0001819462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003246229,"threshold_uncertainty_score":0.5984563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003156967468927499,"score_gpt":0.2163877553512797,"score_spread":0.2132307878823522,"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."}}