{"id":"W2053874839","doi":"10.1016/j.det.2005.05.008","title":"Acne, Depression, and Suicide","year":2005,"lang":"en","type":"review","venue":"Dermatologic Clinics","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; Royal University Hospital","funders":"","keywords":"Medicine; Depression (economics); Acne; Dermatology; Suicide prevention; Psychiatry; Poison control; Occupational safety and health; Human factors and ergonomics; Medical emergency; Pathology","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":[0.0001416046,0.0003958679,0.002132488,0.00009429989,0.0001121911,0.0000224182,0.0000942602,0.0007024034,0.00007167749],"category_scores_gemma":[0.0001559136,0.0002183419,0.000405887,0.0001151783,0.00007801404,0.00003645979,0.0001169202,0.0004453986,0.0002131648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002707684,"about_ca_system_score_gemma":0.0001411306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002661274,"about_ca_topic_score_gemma":0.000001479412,"domain_scores_codex":[0.9984208,0.00008953476,0.0006334033,0.0004317859,0.0001340772,0.0002904308],"domain_scores_gemma":[0.9986259,0.0004325348,0.0002911844,0.0004159104,0.00003108681,0.0002034101],"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":[0.000007449195,0.0001074188,0.001854568,0.004336032,0.0001814337,0.0004752578,0.000009679125,2.623081e-8,5.21848e-9,0.00002041962,0.009589536,0.9834182],"study_design_scores_gemma":[0.0005914277,0.00007396196,0.0001419276,0.006304842,0.002131525,0.003031787,0.000006486315,0.00001004518,1.681183e-7,0.00002201125,0.9874724,0.0002133749],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001099938,0.9965494,0.00000881886,0.0001596595,0.0001888229,0.000690782,0.00001788048,0.00008789479,0.002186711],"genre_scores_gemma":[0.00004506635,0.9966041,0.0005831469,0.001111449,0.0002138198,0.00005586325,0.0002246074,0.00003718335,0.001124779],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9832048,"threshold_uncertainty_score":0.8903726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0947832954890537,"score_gpt":0.4382313305031769,"score_spread":0.3434480350141232,"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."}}