{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001147171,0.00008758743,0.0002192864,0.00003684246,0.00005988712,0.000005409323,0.00002359363,0.00009378434,0.00005916366],"category_scores_gemma":[0.00002570892,0.00006026947,0.00006722123,0.00004167032,0.00003111084,0.00002285754,0.000009809999,0.00004332134,0.00006034491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001230942,"about_ca_system_score_gemma":0.00003103448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001625676,"about_ca_topic_score_gemma":0.000007717822,"domain_scores_codex":[0.9994949,0.00001098556,0.0001100568,0.0001287868,0.00004680947,0.000208533],"domain_scores_gemma":[0.999711,0.00008127896,0.00002846625,0.0001002187,0.00003183091,0.00004719119],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003699349,0.001137592,0.8113261,0.0006814671,0.0003022775,0.001498776,0.0001985012,0.000001896324,0.004327412,0.005223496,0.1627907,0.01214187],"study_design_scores_gemma":[0.0112385,0.001102911,0.4943207,0.0001236168,0.0005117309,0.005902795,0.00006713184,0.0009063083,0.02228341,0.002952901,0.4601801,0.0004098833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921665,0.0004409112,0.001258371,0.002574031,0.000191048,0.0006095956,0.00002681509,0.00008050331,0.00265219],"genre_scores_gemma":[0.9973729,0.000005678727,0.0007151976,0.0004897509,0.0001837385,0.00007845582,0.00008829941,0.00001219568,0.001053729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3170054,"threshold_uncertainty_score":0.2457718,"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."}}