{"id":"W2086054712","doi":"10.1159/000090655","title":"Heredity: A Prognostic Factor for Acne","year":2006,"lang":"en","type":"article","venue":"Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Acne; Isotretinoin; Family history; Heredity; Medicine; Dermatology; Population; Risk factor; Internal medicine; Biology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004010249,0.0002532399,0.0002536962,0.0007983088,0.0005054351,0.000359325,0.0002093213,0.000461796,0.00390831],"category_scores_gemma":[0.00264788,0.0001446163,0.0003059539,0.0007529194,0.0004727438,0.0003453681,0.0002678988,0.0004853834,0.0003056023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001289413,"about_ca_system_score_gemma":0.0002134908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007384754,"about_ca_topic_score_gemma":0.0005158783,"domain_scores_codex":[0.9996163,0.0001593043,0.00003919117,0.0000665182,0.00005824984,0.00006043644],"domain_scores_gemma":[0.9969987,0.0009193238,0.001292032,0.000148556,0.0001708609,0.0004705202],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007312155,0.0000171581,0.9985482,0.00000387946,0.00001751493,0.0001521605,0.00001529179,0.00001768381,0.0002371966,0.0000116112,0.00002627507,0.0008799055],"study_design_scores_gemma":[0.000004151036,0.0001439737,0.9967716,0.000006800772,0.0000356641,0.002516605,0.00007910855,0.0001184931,0.0001025808,0.00004618962,0.0001714288,0.000003288519],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984398,0.0006721736,0.0001475007,0.0001004655,0.000008996521,0.000004900335,0.00007988271,0.000006314263,0.0005399109],"genre_scores_gemma":[0.9997361,0.0000752089,0.00007503245,0.000009723323,0.00001517443,0.000001494077,0.00003633707,0.000001180062,0.00004985994],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00390831,"threshold_uncertainty_score":0.01307458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01389620790013377,"score_gpt":0.2767391203465694,"score_spread":0.2628429124464357,"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."}}