{"id":"W1976923360","doi":"10.1001/jama.292.6.726","title":"Treatment of Acne Vulgaris","year":2004,"lang":"en","type":"review","venue":"JAMA","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":274,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Acne; Isotretinoin; Dermatology; Randomized controlled trial; Antibiotics; Cochrane Library; Clinical trial; 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":[0.00002587448,0.0002986941,0.001762391,0.00009639024,0.00003056925,0.000007947285,0.00004422298,0.0003175911,0.0001411664],"category_scores_gemma":[0.00001418075,0.0001541833,0.000664139,0.0001293456,0.00003146835,0.00002131237,0.00001476507,0.00008713827,0.0001762481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002669151,"about_ca_system_score_gemma":0.000332332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009610868,"about_ca_topic_score_gemma":0.00000102289,"domain_scores_codex":[0.9991443,0.00002619607,0.0003044858,0.0002215458,0.0001303846,0.000173049],"domain_scores_gemma":[0.9992951,0.00005127774,0.0001682355,0.0003511908,0.00003081243,0.0001034152],"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":[0.00001733375,0.0005460516,0.00001064633,0.0131271,0.0006739438,0.000270829,0.00004841434,4.664451e-8,2.454513e-7,0.00004764782,0.0004736614,0.9847841],"study_design_scores_gemma":[0.002213161,0.001638845,0.00002257161,0.01309003,0.003684615,0.000217728,0.000004512179,2.426528e-7,0.00001324163,0.000008475203,0.9789938,0.0001127283],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002790148,0.9936082,0.000003615421,0.00007676271,0.0001304096,0.0008001626,0.00004025325,0.00002548943,0.005287221],"genre_scores_gemma":[0.00004118675,0.992414,0.0001692771,0.00001738782,0.0003208912,0.00007190252,0.0002677698,0.00003537169,0.006662238],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9846714,"threshold_uncertainty_score":0.6287414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04435539072631101,"score_gpt":0.3602700384380948,"score_spread":0.3159146477117838,"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."}}