{"id":"W4402501418","doi":"","title":"Is Acne the Same Around the World?","year":2024,"lang":"en","type":"review","venue":"PubMed","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Windsor Clinical Research; University of Windsor; Western University","funders":"Galderma; Regeneron Pharmaceuticals","keywords":"Acne; Geography; Dermatology; 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":[0.0004412134,0.0004324449,0.001408467,0.001831074,0.0003729284,0.001574429,0.0004732729,0.001045537,0.005843674],"category_scores_gemma":[0.001377259,0.0001756002,0.0006423203,0.002343124,0.0005423255,0.001799587,0.0005126819,0.001183099,0.001663956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004902743,"about_ca_system_score_gemma":0.001490084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001975558,"about_ca_topic_score_gemma":0.003287463,"domain_scores_codex":[0.9996976,0.00006227119,0.00006303882,0.00004950843,0.0001033174,0.00002428032],"domain_scores_gemma":[0.9995634,0.0002107452,0.00007828061,0.00001294261,0.0001076096,0.00002703601],"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":[0.00009537546,0.00002681017,0.000477239,0.07524211,0.0002507702,0.0003662457,0.0003259659,0.00006883579,0.001057056,0.003255578,0.0439317,0.8749024],"study_design_scores_gemma":[0.00001852815,0.00008092261,0.002044126,0.03584046,0.0003643844,0.003028901,0.0005840352,0.00002681437,0.000213786,0.002040135,0.9557347,0.00002317061],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001312855,0.9972478,0.00003993183,0.0008396882,0.0004981857,0.000004254304,0.00003056014,0.000004762518,0.00120353],"genre_scores_gemma":[0.001017324,0.9975909,0.00005754384,0.0006722454,0.0002308452,0.000002974565,0.00002457642,0.000001305155,0.0004023236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005843674,"threshold_uncertainty_score":0.01954901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08465541704279089,"score_gpt":0.3456677285026425,"score_spread":0.2610123114598517,"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."}}