{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01335455,0.001421989,0.003861156,0.003601172,0.004524682,0.009548845,0.005697127,0.05793103,0.0381194],"category_scores_gemma":[0.06502846,0.001322158,0.003492571,0.005033426,0.009367423,0.01264359,0.00878509,0.03654966,0.02591839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005373305,"about_ca_system_score_gemma":0.009033191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006001132,"about_ca_topic_score_gemma":0.01229831,"domain_scores_codex":[0.9893689,0.001681366,0.001185355,0.001823225,0.004700619,0.00124068],"domain_scores_gemma":[0.9604097,0.0234451,0.003361377,0.001664878,0.007984803,0.003134044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002532092,0.000006377707,0.0000374457,0.0003844951,0.00001238677,0.0001325687,0.00004364207,0.00001026175,0.00003471239,0.002650855,0.9889907,0.007671224],"study_design_scores_gemma":[0.00004587567,0.000008033817,0.0002208026,0.0008419874,0.00002794065,0.000184253,0.00007426563,0.00001021583,0.00001706375,0.002602371,0.995955,0.00001215481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.00008168426,0.03628943,0.00006977176,0.834855,0.1203999,0.00002358356,0.0001799033,0.00003899583,0.008061666],"genre_scores_gemma":[0.0005393944,0.007741311,0.0001116678,0.9270857,0.05587336,0.00004812446,0.00006433878,0.00002318501,0.008512897],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05793103,"threshold_uncertainty_score":0.1275221,"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."}}