{"id":"W4327587656","doi":"10.1177/12034754231163542","title":"Management of Acne Vulgaris With Trifarotene","year":2023,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research; University of Windsor; Western University","funders":"Galderma","keywords":"Acne; Retinoid; Medicine; Adapalene; Retinoic acid; Tretinoin; Tazarotene; Isotretinoin; Dermatology; Keratinocyte; Pharmacology; Receptor; Clinical trial; Internal medicine; In vitro; Biochemistry; Biology; Chemistry; Gene","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":[0.0002998478,0.0005135894,0.00100279,0.00181159,0.0002251538,0.0004713866,0.0005505943,0.000626085,0.003636458],"category_scores_gemma":[0.0003245054,0.0001807994,0.000774675,0.0007241861,0.0002207181,0.0005477353,0.0003796903,0.001138684,0.001135813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002319169,"about_ca_system_score_gemma":0.0003127875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829935,"about_ca_topic_score_gemma":0.001507758,"domain_scores_codex":[0.9998616,0.00002532297,0.00002201983,0.00002277721,0.00005445991,0.00001371878],"domain_scores_gemma":[0.9999107,0.00003824254,0.00002043319,0.000003730654,0.0000186482,0.000008276843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001558096,0.0001087215,0.0001334528,0.02788567,0.0001594945,0.0002793804,0.00004835064,0.0001476098,0.003652029,0.0007488382,0.01082038,0.9558603],"study_design_scores_gemma":[0.0002279562,0.0004829768,0.003545154,0.01144821,0.0005646431,0.007478074,0.0001323226,0.0001981396,0.004107222,0.001328133,0.9704524,0.00003477715],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005044403,0.9981171,0.0001184532,0.00008942319,0.00009677449,0.00001326347,0.00001553723,0.00001128824,0.001033826],"genre_scores_gemma":[0.00445258,0.9940822,0.0002645395,0.0002193666,0.000106592,0.00001486844,0.00005769789,0.000003068662,0.000799151],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003636458,"threshold_uncertainty_score":0.01216513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07481778750267243,"score_gpt":0.3477899394905158,"score_spread":0.2729721519878434,"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."}}