{"id":"W4388116239","doi":"10.1159/000534165","title":"The Question of Adolescent and Postadolescent Acne: The Nigerian Experience","year":2023,"lang":"en","type":"article","venue":"Skin Appendage Disorders","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Acne; Medicine; Dermatology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002025976,0.000109531,0.0001253004,0.00003050409,0.0003088236,0.00002167826,0.0000798999,0.0000397826,0.00001285054],"category_scores_gemma":[0.00004914245,0.00005213424,0.00006095311,0.0001935079,0.0002181851,0.00003359334,0.00005936136,0.00009623865,0.00002411566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001522678,"about_ca_system_score_gemma":0.0000250625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000892087,"about_ca_topic_score_gemma":0.00006630868,"domain_scores_codex":[0.9992518,0.00005245738,0.0001391078,0.0001580289,0.0001806394,0.000217949],"domain_scores_gemma":[0.9995695,0.00005661727,0.00005293832,0.0002398427,0.00002345998,0.0000576039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001061545,0.000753381,0.5453538,0.0005731607,0.0002954974,0.00008026539,0.0227857,0.00003888843,0.005360543,0.0034251,0.02349775,0.3967744],"study_design_scores_gemma":[0.001482786,0.000292254,0.9398437,0.000298842,0.00006688096,0.00001783836,0.01641509,0.0004407038,0.002014301,0.0003197663,0.03865507,0.0001527731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907703,0.001142829,0.00006325755,0.006627149,0.0001871687,0.0005665526,0.000005284588,0.00004658381,0.0005908725],"genre_scores_gemma":[0.9963213,0.002778727,0.000009839417,0.0002475728,0.00003191885,0.00001217641,0.00001708573,0.00001223509,0.0005691573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3966216,"threshold_uncertainty_score":0.2375253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007782702259987476,"score_gpt":0.2950925477173122,"score_spread":0.2873098454573248,"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."}}