{"id":"W2947668357","doi":"10.3390/medicina55060223","title":"Suicidality in Borderline Personality Disorder","year":2019,"lang":"en","type":"review","venue":"Medicina","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":225,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Borderline personality disorder; Clinical psychology; Psychology; Psychiatry; Suicidal behavior; Personality; Harm; Suicide prevention; Poison control; Psychotherapist; Medicine; Medical emergency; Social psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001661636,0.0007641688,0.003350195,0.0004049628,0.0000613481,0.00001793657,0.0007333437,0.001132549,0.009130401],"category_scores_gemma":[0.0001289743,0.0006192224,0.000613431,0.0007528005,0.0003130048,0.00004875453,0.00009895978,0.00163381,0.00268615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001526365,"about_ca_system_score_gemma":0.0002840794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004096737,"about_ca_topic_score_gemma":0.001507826,"domain_scores_codex":[0.9948274,0.001311908,0.001217438,0.001286598,0.0004219582,0.0009346768],"domain_scores_gemma":[0.9975116,0.0005181835,0.0004489601,0.001295793,0.000050069,0.0001754556],"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":[0.00003463952,0.0005569596,0.002524882,0.008438783,0.0001456168,0.0001654938,0.001602466,9.279467e-8,1.136591e-8,0.001706864,0.009938147,0.9748861],"study_design_scores_gemma":[0.001134076,0.0001416648,0.002895424,0.002333098,0.0004124368,0.0001220506,0.0006623228,0.000001611551,8.676236e-10,0.0001834876,0.9915316,0.0005823037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001605371,0.9244785,0.00004370081,0.0005263854,0.002318397,0.001181383,0.0002094205,0.00007474417,0.07100688],"genre_scores_gemma":[0.0001372579,0.9883223,0.00001932577,0.0008195215,0.0004366725,0.0001813101,0.0006881622,0.0001019545,0.00929349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9815934,"threshold_uncertainty_score":0.9996259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0962229624620508,"score_gpt":0.432578261996369,"score_spread":0.3363552995343182,"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."}}