{"id":"W3193676973","doi":"10.1016/j.jdin.2021.06.007","title":"Gaps and recommendations for clinical management of truncal acne from the Personalising Acne: Consensus of Experts panel","year":2021,"lang":"en","type":"article","venue":"JAAD International","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lynde Centre for Dermatology; University of Toronto; Windsor Clinical Research; University of Windsor; Western University","funders":"Galderma","keywords":"Acne; Medicine; Delphi method; Grading (engineering); Dermatology; Voting; Clinical Practice; Family medicine; Computer science","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":[0.0001381682,0.00006188096,0.0001636415,0.00001581155,0.00004366226,0.0000082897,0.00004322747,0.00004064783,0.0002178704],"category_scores_gemma":[0.00008063416,0.00003980523,0.0001034557,0.00003073055,0.0000671145,0.00001942674,0.00004753529,0.00004467877,9.932486e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001577131,"about_ca_system_score_gemma":0.00003078314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002849379,"about_ca_topic_score_gemma":0.00000485374,"domain_scores_codex":[0.9993725,0.00003330112,0.000256416,0.0001410445,0.0001329407,0.00006382322],"domain_scores_gemma":[0.9992003,0.0004474237,0.00009016353,0.0001060121,0.0001226942,0.00003339796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.002748836,0.003726044,0.3226336,0.0003920547,0.009395814,0.0002475304,0.004999101,0.000006645319,0.006382433,0.02520171,0.3297174,0.2945488],"study_design_scores_gemma":[0.02318111,0.0009829623,0.6270705,0.002183391,0.001554133,0.0001887085,0.01704035,0.003360632,0.01319098,0.002838042,0.3080437,0.0003655145],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973488,0.0009605211,0.0003146229,0.02230663,0.0005487928,0.0002131886,0.0002266258,0.000006430363,0.001935137],"genre_scores_gemma":[0.9872453,0.000968163,0.008518528,0.000779997,0.0002411621,0.00001787661,0.0004033666,0.000007845048,0.001817765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3044369,"threshold_uncertainty_score":0.2385528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1493295907054469,"score_gpt":0.4278012472544237,"score_spread":0.2784716565489769,"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."}}