{"id":"W2012157401","doi":"10.1097/nmd.0000000000000225","title":"Borderline Personality Disorder and Bipolar Disorder","year":2015,"lang":"en","type":"review","venue":"The Journal of Nervous and Mental Disease","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Borderline personality disorder; Bipolar disorder; Psychology; Mood; Clinical psychology; Etiology; Sadistic personality disorder; Psychiatry; Personality; Psychotherapist; Personality disorders","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006132512,0.0008394851,0.001316212,0.002304658,0.0004237094,0.001136115,0.0008171219,0.001067073,0.003607387],"category_scores_gemma":[0.001650163,0.0002060467,0.0005780851,0.002340788,0.0006008266,0.0008139187,0.0007795562,0.001726111,0.001275511],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218203,"about_ca_system_score_gemma":0.001459717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002724404,"about_ca_topic_score_gemma":0.003993422,"domain_scores_codex":[0.9995685,0.0001118231,0.00007569924,0.00006289665,0.0001425466,0.00003858872],"domain_scores_gemma":[0.9994785,0.000249926,0.0001195402,0.00001323378,0.00009187443,0.00004697085],"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":[0.00006140646,0.00005707457,0.001104182,0.02116052,0.0001592504,0.0006385935,0.0001597115,0.0001426003,0.000236123,0.002280322,0.03789014,0.9361101],"study_design_scores_gemma":[0.00004749481,0.0001258718,0.01194323,0.03098884,0.0004695829,0.01924058,0.0004479936,0.0001283674,0.0002254719,0.00643424,0.9298998,0.0000485193],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001024094,0.9986553,0.00004185666,0.00020315,0.0001464809,0.000004113781,0.0000101772,0.000003426974,0.0008329717],"genre_scores_gemma":[0.002147729,0.9967744,0.0001283832,0.000231318,0.0002707206,0.000007945987,0.00003721286,9.465435e-7,0.0004013604],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003607387,"threshold_uncertainty_score":0.01206791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04666358590511697,"score_gpt":0.3739224054052888,"score_spread":0.3272588195001718,"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."}}