{"id":"W2889875595","doi":"10.12788/j.sder.2018.026","title":"Treating Acne in Adult Women","year":2018,"lang":"en","type":"article","venue":"Seminars in Cutaneous Medicine and Surgery","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Acne; Medicine; Concomitant; Pregnancy; Dermatology; Young adult; Surgery; 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":[0.000387283,0.0001956186,0.0006377895,0.0003564691,0.00006740618,0.000005779495,0.000032352,0.0001226063,0.000216035],"category_scores_gemma":[0.000495328,0.0001329397,0.00003845659,0.0003746138,0.0002336103,0.00004485804,0.00002434755,0.0001735473,0.00001414703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001132825,"about_ca_system_score_gemma":0.00006296655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003855661,"about_ca_topic_score_gemma":0.0001066249,"domain_scores_codex":[0.9986144,0.00004639012,0.0003731479,0.0003076046,0.0001944996,0.0004638982],"domain_scores_gemma":[0.9988969,0.0006210778,0.00006159339,0.0001891261,0.00004942764,0.0001818616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008350168,0.0002914196,0.7708254,0.0002346958,0.00005756626,0.01005757,0.01310442,5.851872e-7,0.001405913,0.00002998648,0.01762992,0.1855275],"study_design_scores_gemma":[0.04736655,0.03877439,0.3948052,0.09474017,0.001167839,0.08221377,0.1352445,0.008399344,0.01017276,0.005135345,0.1762317,0.00574836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878889,0.001479202,0.000002029161,0.001827505,0.0001944905,0.0001943389,0.000001279573,0.00003063423,0.008381623],"genre_scores_gemma":[0.9919465,0.003557727,0.00008885713,0.002003632,0.0004311735,0.00002541666,0.00001517083,0.00002097986,0.001910506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3760202,"threshold_uncertainty_score":0.5421124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143263884120593,"score_gpt":0.2778508621074442,"score_spread":0.2635244736953849,"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."}}