{"id":"W2440411969","doi":"10.1016/s0738-081x(01)00209-7","title":"Comment & controversy","year":2001,"lang":"en","type":"review","venue":"Clinics in Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Western University","funders":"","keywords":"Isotretinoin; Depression (economics); Psychiatry; Acne; Medicine; Mania; Anxiety; Psychosis; Schizophrenia (object-oriented programming); Side effect (computer science); Impulsivity; Bipolar disorder; Dermatology; Lithium (medication)","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":[0.0001595173,0.0003509244,0.002965483,0.0001952475,0.00004415118,0.000007920547,0.0001277171,0.0007868031,0.0001575576],"category_scores_gemma":[0.000152114,0.0002406904,0.0005124914,0.0002053306,0.00009030235,0.00001799606,0.00008524896,0.000647357,0.0007346459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219734,"about_ca_system_score_gemma":0.0002179588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008882249,"about_ca_topic_score_gemma":0.00001414432,"domain_scores_codex":[0.9980817,0.0002138059,0.0008641082,0.0003640382,0.00009857916,0.0003777208],"domain_scores_gemma":[0.9982021,0.0008424984,0.0002731589,0.0005251627,0.0000266178,0.000130408],"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":[0.00003724131,0.0006044637,0.001555921,0.008723744,0.0004741835,0.002827899,0.00003265436,6.999151e-8,4.258808e-9,0.000684551,0.08458741,0.9004719],"study_design_scores_gemma":[0.001815902,0.00008713745,0.000008496874,0.004619192,0.001044846,0.003002225,0.000006805118,0.000003659747,3.832385e-8,0.0001063257,0.9891222,0.000183193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001913043,0.9920361,0.00003031408,0.001565165,0.0006899807,0.0009091888,0.00001361702,0.00003539927,0.004701107],"genre_scores_gemma":[0.00001263991,0.9944007,0.0002012988,0.003469845,0.0001353827,0.0001015857,0.0004105539,0.00004064769,0.001227322],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9045348,"threshold_uncertainty_score":0.9815071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036417779135917,"score_gpt":0.4495133946806653,"score_spread":0.3458716167670736,"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."}}