{"id":"W4315619412","doi":"10.1080/10615806.2023.2165646","title":"Longitudinal pathways between suicidal ideation and life stress","year":2023,"lang":"en","type":"article","venue":"Anxiety Stress & Coping","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Suicidal ideation; Psychology; Clinical psychology; Borderline personality disorder; Interpersonal communication; Personality; Interpersonal relationship; Longitudinal study; Suicide prevention; Stress (linguistics); Poison control; Psychiatry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001641835,0.0001625869,0.0001930585,0.0006387216,0.0004105929,0.0007373534,0.0002529554,0.00043185,0.001545318],"category_scores_gemma":[0.004694434,0.0003316825,0.0003737436,0.0004901619,0.0003165676,0.0007038444,0.0008521808,0.0008905881,0.0001642334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003422024,"about_ca_system_score_gemma":0.0005637581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005021788,"about_ca_topic_score_gemma":0.009211798,"domain_scores_codex":[0.9995148,0.0002197717,0.0000330507,0.00007625023,0.00005909804,0.00009703328],"domain_scores_gemma":[0.9976005,0.000563962,0.0008306362,0.0002078541,0.0002910563,0.0005060556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000054176,0.00005649531,0.9970539,0.000005544791,0.00003551594,0.00003079989,0.0003416836,0.00004072163,0.0001426719,0.0000625426,0.00004867386,0.002127197],"study_design_scores_gemma":[0.0000019028,0.00009801503,0.9989277,0.000008959782,0.00001267237,0.00008083653,0.000463153,0.0001320904,0.00003527908,0.0001256331,0.0001099748,0.000003747534],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989986,0.0003422281,0.0001197117,0.0001567734,0.000004868039,0.000008196635,0.0001322587,0.000003327829,0.0002340574],"genre_scores_gemma":[0.9991465,0.0002296499,0.000169392,0.00002761588,0.000005273726,0.00001320347,0.0002244872,0.000001068526,0.0001828489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005021788,"threshold_uncertainty_score":0.009985089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0749705094542806,"score_gpt":0.3303507228265056,"score_spread":0.2553802133722249,"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."}}