{"id":"W2584044598","doi":"10.1007/s13555-016-0168-8","title":"Acne and Rosacea","year":2017,"lang":"en","type":"review","venue":"Dermatology and Therapy","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Western University","funders":"","keywords":"Rosacea; Acne; Dermatology; Medicine; Propionibacterium acnes; Erythema; Disease; Population; Rhinophyma; Pathology","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":[0.0000460577,0.0002642623,0.001423987,0.00006982038,0.0002336108,0.00002485412,0.00004977424,0.0004129809,0.0000264031],"category_scores_gemma":[0.000007840821,0.0001499054,0.0001303492,0.00002135511,0.0001738262,0.00003556718,0.00003108625,0.0002043517,0.00002516564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004913039,"about_ca_system_score_gemma":0.00006015049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005365838,"about_ca_topic_score_gemma":6.821467e-7,"domain_scores_codex":[0.9993009,0.00005698148,0.0001672226,0.0002529295,0.00004222397,0.0001797521],"domain_scores_gemma":[0.9994162,0.00006595888,0.0001240971,0.0002782402,0.0000114645,0.0001040188],"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":[0.00002099657,0.00004096215,0.000317133,0.002398975,0.0004317597,0.0004441624,0.00003356967,3.867097e-10,1.073279e-7,0.0001413334,0.0008607318,0.9953102],"study_design_scores_gemma":[0.00106081,0.00009650636,0.0001256754,0.001660132,0.00044779,0.005296475,0.000002669293,0.000001155922,0.000001653929,0.00006167604,0.9911104,0.0001350198],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003709549,0.9973586,0.000002069414,0.0003039635,0.0001224566,0.0004581742,0.000008280243,0.00002567469,0.001349877],"genre_scores_gemma":[0.0003483526,0.9981412,0.00002461838,0.0002784408,0.00007959136,0.0000411814,0.00006424322,0.00002360485,0.0009987873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9951752,"threshold_uncertainty_score":0.6112964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.119683214731267,"score_gpt":0.4211909934169817,"score_spread":0.3015077786857147,"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."}}