{"id":"W2332473078","doi":"10.2310/7750.2008.07053","title":"Divergence of Demographic Factors Associated with Clinical Severity Compared with Quality of Life Impact in Acne","year":2008,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; McMaster University; Windsor Clinical Research; Université Laval; Lynde Centre for Dermatology; Institute of Cosmetic and Laser Surgery; University of Toronto; University of British Columbia; Centre de Recherche Dermatologique du Québec Métropolitain; Memorial University of Newfoundland; Western University","funders":"","keywords":"Acne; Medicine; Quality of life (healthcare); Severity of illness; Population; Referral; Young adult; Internal medicine; Dermatology; Family medicine","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":[0.001010343,0.0001782458,0.001832066,0.0002721165,0.00004541651,0.0000014051,0.0000474798,0.0001065227,0.00004126687],"category_scores_gemma":[0.001075709,0.00008364449,0.0002181751,0.0004042513,0.0004844393,0.00006843419,0.00001100267,0.0002972604,6.997448e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002676438,"about_ca_system_score_gemma":0.0004122716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003416531,"about_ca_topic_score_gemma":0.00007131554,"domain_scores_codex":[0.9977286,0.0002240744,0.001177082,0.000125618,0.0005510001,0.0001936565],"domain_scores_gemma":[0.9961991,0.001927292,0.001089724,0.0001305584,0.0003347644,0.0003185075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003707467,0.0006709409,0.9914405,0.00009394172,0.0007578035,0.001275329,0.0007096737,0.00001418516,0.000166964,5.221266e-7,0.0009152722,0.0002473787],"study_design_scores_gemma":[0.002873555,0.003099554,0.9908471,0.001136686,0.0002582864,0.001070078,0.0005159574,0.00002519023,0.00006336892,0.000006179501,0.00001499695,0.00008909696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983599,0.001132281,0.00001797484,0.0002361109,0.00007847128,0.000113746,0.000007794204,0.000004701925,0.00004905428],"genre_scores_gemma":[0.9976629,0.002092394,0.00002742862,0.0001145372,0.00006531944,3.269099e-7,0.000009280526,0.000009848848,0.00001797465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002428613,"threshold_uncertainty_score":0.3410923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1158739064093904,"score_gpt":0.3589930609740897,"score_spread":0.2431191545646992,"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."}}