{"id":"W2594424919","doi":"10.1111/ijd.13578","title":"Melasma: systematic review of the systemic treatments","year":2017,"lang":"en","type":"review","venue":"International Journal of Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Ottawa","funders":"","keywords":"Melasma; Medicine; Dermatology; Tolerability; Randomized controlled trial; Adverse effect; Tranexamic acid; Clinical trial; Pharmacology; Internal medicine; Surgery","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":[0.00270951,0.00135415,0.006110021,0.008172528,0.0005466953,0.001682944,0.001536114,0.001159067,0.0106319],"category_scores_gemma":[0.01063515,0.00068908,0.005538817,0.009608704,0.0005851781,0.001633492,0.0010822,0.0009244763,0.0006402535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001855428,"about_ca_system_score_gemma":0.005907473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006059822,"about_ca_topic_score_gemma":0.01859728,"domain_scores_codex":[0.9975164,0.0006813458,0.0009881826,0.0002226848,0.0005080537,0.00008347685],"domain_scores_gemma":[0.992148,0.00516128,0.00169815,0.0001185644,0.0007495416,0.0001245637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001816531,0.00001913822,0.0003407699,0.9349836,0.004256593,0.0000961641,0.00007498415,0.00006839187,0.0001463554,0.0001662112,0.003317141,0.05634896],"study_design_scores_gemma":[0.0003864541,0.0002667891,0.005446855,0.8514221,0.07126021,0.0009737964,0.0002111572,0.00009114436,0.0002209482,0.0004727457,0.06920495,0.00004282394],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002473755,0.999007,0.0000434009,0.00009377446,0.00004544222,0.00007124304,0.0002523279,0.000003744238,0.0002357173],"genre_scores_gemma":[0.003008263,0.9962565,0.0001637277,0.0001926803,0.00004370718,0.00010655,0.0001410443,0.000002091049,0.00008550607],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0106319,"threshold_uncertainty_score":0.03556722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1104354131165476,"score_gpt":0.4708477331107802,"score_spread":0.3604123199942325,"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."}}