{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01969038,0.0004405481,0.0006134143,0.00188453,0.0004682452,0.0006806176,0.0008401177,0.0005729666,0.001299569],"category_scores_gemma":[0.02360618,0.0003386911,0.000966815,0.0006079142,0.0007066019,0.000954097,0.001385932,0.0009830629,0.0004656838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008445285,"about_ca_system_score_gemma":0.003427608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001874564,"about_ca_topic_score_gemma":0.003293415,"domain_scores_codex":[0.9889705,0.003803635,0.0021401,0.0005878494,0.004261638,0.0002362399],"domain_scores_gemma":[0.9758089,0.005593936,0.001818629,0.001708484,0.01430117,0.0007688928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098651,0.002312396,0.6465033,0.0005475297,0.0003398183,0.0002200801,0.001600022,0.002318014,0.02376538,0.001110744,0.004648101,0.3155359],"study_design_scores_gemma":[0.0005289786,0.006039278,0.9552635,0.0003706693,0.0002453926,0.0009411343,0.000844361,0.0111008,0.01095655,0.0007406365,0.01287198,0.00009663973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9206538,0.0008242508,0.05728976,0.0006290368,0.0002130862,0.01129417,0.001499747,0.0003342274,0.0072619],"genre_scores_gemma":[0.7696432,0.0005101576,0.2174578,0.0002957476,0.00009560246,0.006716705,0.003612253,0.00006986446,0.001598737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01969038,"threshold_uncertainty_score":0.1041339,"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."}}