{"id":"W3204385332","doi":"10.1097/jd9.0000000000000164","title":"Consensus on the Diagnosis and Treatment of Melasma in China (2021 Version)#","year":2021,"lang":"en","type":"article","venue":"International Journal of Dermatology and Venereology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Melasma; Dermatology; Medicine; Etiology; Pathogenesis; Clinical diagnosis; Heredity; Pathology; Intensive care medicine; Biology","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":[0.01010519,0.0005302446,0.000957455,0.002789439,0.001430353,0.001392103,0.002787113,0.004934954,0.006491258],"category_scores_gemma":[0.01029756,0.0003699499,0.001404057,0.001797595,0.001134528,0.001371272,0.001835562,0.003451929,0.003135953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079836,"about_ca_system_score_gemma":0.01387233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01614299,"about_ca_topic_score_gemma":0.01198985,"domain_scores_codex":[0.9947026,0.001292602,0.001757159,0.0003307177,0.001492205,0.000424662],"domain_scores_gemma":[0.989428,0.0009977212,0.0006875579,0.0002162501,0.007655311,0.001015089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001229437,0.0000868737,0.003543947,0.004368351,0.00008542136,0.0008391761,0.0004998807,0.0003747854,0.001972648,0.00588899,0.640877,0.34134],"study_design_scores_gemma":[0.00008370417,0.00009140024,0.01085385,0.008346798,0.000159495,0.001169694,0.0006229726,0.0003239845,0.0007795264,0.002335584,0.9751653,0.00006774977],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007266693,0.3188055,0.008879892,0.5160972,0.07731113,0.0006781261,0.003106711,0.0003051809,0.06754966],"genre_scores_gemma":[0.1261895,0.4245255,0.05545496,0.2718766,0.04437071,0.002333701,0.01328429,0.0002335264,0.06173127],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01614299,"threshold_uncertainty_score":0.053442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02982777953947116,"score_gpt":0.3344063228658576,"score_spread":0.3045785433263865,"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."}}