{"id":"W2346598705","doi":"10.1177/1203475416648323","title":"A Review of Psoriasis, Therapies, and Suicide","year":2016,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Probity Medical Research; SKiN Health","funders":"","keywords":"Medicine; Psoriasis; Depression (economics); Psychiatry; Anxiety; Suicidal ideation; Dermatology; Poison control; Suicide prevention; Medical emergency","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":[0.001188116,0.0003799284,0.004097593,0.0004032747,0.00005420734,0.000003456013,0.0001334899,0.000335046,0.0004610123],"category_scores_gemma":[0.0005868865,0.0001871386,0.0005412488,0.0001498819,0.0002931457,0.00004590763,0.00003057219,0.0002639559,0.00001014266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002574545,"about_ca_system_score_gemma":0.0003012501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001047347,"about_ca_topic_score_gemma":0.000001278122,"domain_scores_codex":[0.9973748,0.0005460164,0.001561606,0.0001942891,0.00008691278,0.0002363589],"domain_scores_gemma":[0.9943948,0.00335437,0.001793661,0.0002185556,0.0001726218,0.00006602351],"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":[0.00005817978,0.00003088106,0.00003894885,0.02823406,0.001427022,0.0002603446,0.00005313881,3.030839e-10,0.00002604649,0.00001475701,0.03256641,0.9372902],"study_design_scores_gemma":[0.000274409,0.0002065943,0.000003683006,0.236582,0.002424893,0.01866012,0.00001834151,1.179008e-9,0.000005421919,0.00003303516,0.7416642,0.0001273742],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001073262,0.9979341,0.000002680923,0.0004550159,0.001106252,0.0001959041,0.00003369348,0.000006343386,0.0001587091],"genre_scores_gemma":[0.00002488586,0.9987523,0.00001382159,0.0003181981,0.0003379759,0.000004807225,0.00002891157,0.00002717665,0.0004919453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9371628,"threshold_uncertainty_score":0.7631291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05162497318336843,"score_gpt":0.3126598063757585,"score_spread":0.26103483319239,"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."}}