{"id":"W1969906454","doi":"10.2310/7750.2007.00037","title":"Development and Validation of a Comprehensive Acne Severity Scale","year":2007,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":142,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Institute of Cosmetic and Laser Surgery; McMaster University; Windsor Clinical Research; Université Laval; Lynde Centre for Dermatology; University of British Columbia; Centre de Recherche Dermatologique du Québec Métropolitain; Memorial University of Newfoundland","funders":"","keywords":"Acne; Medicine; Grading (engineering); Grading scale; Dermatology; Severity of illness; Surgery; Internal 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":[0.0004845771,0.0001016584,0.000560663,0.0001908219,0.00005177813,0.000003113427,0.00001533426,0.00005955054,0.00002253411],"category_scores_gemma":[0.00007084459,0.00006116136,0.00005287181,0.0000914615,0.000102038,0.00004685892,0.00001167454,0.0001083839,4.381637e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002097862,"about_ca_system_score_gemma":0.00008704033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001150762,"about_ca_topic_score_gemma":0.000002319044,"domain_scores_codex":[0.9989928,0.00002034393,0.000512976,0.00007780855,0.0002663197,0.0001297716],"domain_scores_gemma":[0.9988347,0.0004445084,0.0002788407,0.00005766183,0.0002006182,0.0001836188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005416887,0.0009442534,0.394311,0.001829335,0.001362143,0.01259901,0.0163134,0.000003759571,0.0710755,0.00003177334,0.01843801,0.4776749],"study_design_scores_gemma":[0.01017418,0.005335254,0.4968595,0.007828138,0.002157522,0.1428548,0.02084567,0.00007015355,0.1638469,0.000250822,0.1490457,0.0007314028],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963307,0.002285482,0.0001568271,0.0006837884,0.0001499339,0.00007363082,4.724033e-7,0.000003973502,0.0003152369],"genre_scores_gemma":[0.9969972,0.001145056,0.001134358,0.0004042222,0.0001939882,1.865066e-7,0.000004089025,0.000006701522,0.0001141956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769435,"threshold_uncertainty_score":0.2494088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012575228487089,"score_gpt":0.2887581261927549,"score_spread":0.258632373907884,"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."}}