{"id":"W4379599419","doi":"10.1001/jamanetworkopen.2023.17130","title":"Comparative Effectiveness of Pharmacotherapies for the Risk of Attempted or Completed Suicide Among Persons With Borderline Personality Disorder","year":2023,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"HLS Therapeutics; Emil Aaltosen Säätiö; H. Lundbeck A/S; Vetenskapsrådet; Sunovion; Gedeon Richter; Cilag; Academy of Finland; Suomen Lääketieteen Säätiö; Eli Lilly and Company","keywords":"Borderline personality disorder; Medicine; Psychiatry; Mood; Hazard ratio; Poison control; Personality disorders; Clinical psychology; Personality; Psychology; Internal medicine; Emergency medicine; Confidence interval","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00287528,0.0002937317,0.000918495,0.00007000028,0.0003478722,0.00004421685,0.000808153,0.0001438835,0.0009376579],"category_scores_gemma":[0.00005294814,0.0001780336,0.0001798335,0.0009901273,0.000738718,0.0001198959,0.0001225396,0.0003193553,0.00001315791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001643417,"about_ca_system_score_gemma":0.00006855838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007561008,"about_ca_topic_score_gemma":0.006317926,"domain_scores_codex":[0.9964425,0.001902215,0.0004418877,0.0004940011,0.0002109464,0.0005084294],"domain_scores_gemma":[0.9931412,0.005541943,0.0005247965,0.0005006359,0.0002250657,0.00006639046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0243435,0.0004800038,0.9311342,0.0001755314,0.002718436,0.000008021901,0.01117314,0.002865473,0.0001163056,0.001226588,0.02290419,0.002854624],"study_design_scores_gemma":[0.007600148,0.0007634547,0.9682407,0.0001981963,0.0002899346,0.000006143585,0.008090141,0.004497503,0.0000174398,0.0002467227,0.009788984,0.0002606414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869498,0.001869547,0.003763039,0.0008556378,0.0002651159,0.003123858,0.001034669,0.00005555097,0.002082776],"genre_scores_gemma":[0.9972495,0.0001381636,0.0002603249,0.0002224333,0.0001276273,0.0008490121,0.00023458,0.0000443787,0.0008740217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0371065,"threshold_uncertainty_score":0.9999756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0769041897282467,"score_gpt":0.4005650486673216,"score_spread":0.3236608589390749,"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."}}