{"id":"W2147729585","doi":"10.1001/archderm.136.10.1231","title":"Isotretinoin Use and Risk of Depression, Psychotic Symptoms, Suicide, and Attempted Suicide","year":2000,"lang":"en","type":"review","venue":"Archives of Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":281,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"F. Hoffmann-La Roche; AstraZeneca; Bristol-Myers Squibb","keywords":"Isotretinoin; Medicine; Depression (economics); Psychiatry; Relative risk; Acne; Population; Cohort study; Confidence interval; Internal medicine; Dermatology; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133003,0.0002392727,0.0002862361,0.0008594786,0.0002934702,0.0006206033,0.0004334689,0.0003096038,0.001406684],"category_scores_gemma":[0.006988954,0.0002237967,0.0007255988,0.001044438,0.0003457544,0.0002175602,0.0003397948,0.000564778,0.0001114379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009956842,"about_ca_system_score_gemma":0.001355089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0508813,"about_ca_topic_score_gemma":0.05851359,"domain_scores_codex":[0.9989015,0.0003539093,0.0001339166,0.000186607,0.0003157262,0.0001083934],"domain_scores_gemma":[0.9929223,0.001884136,0.003687677,0.0005380838,0.0006263264,0.000341543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000254054,0.0000175743,0.9977203,0.00003789939,0.0002256504,0.00002857873,0.00002794248,0.00004438305,0.00007671498,0.00001768358,0.00005060821,0.001498545],"study_design_scores_gemma":[0.00002428416,0.00010456,0.9989871,0.00002769894,0.0001673489,0.000192283,0.00003958702,0.0001734623,0.0000810109,0.00002680385,0.0001716983,0.000004199923],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9970807,0.001481715,0.0001329146,0.00007301875,0.000007830636,0.00003167396,0.0007116659,0.00000408589,0.0004762795],"genre_scores_gemma":[0.9988728,0.0005038284,0.0001568848,0.00002233007,0.000006382906,0.0000148517,0.0003225993,0.000001081991,0.00009911957],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0508813,"threshold_uncertainty_score":0.1011702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02518156337355999,"score_gpt":0.3184241708420631,"score_spread":0.2932426074685031,"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."}}