{"id":"W1991308527","doi":"10.1111/sltb.12043","title":"A Five‐Month Longitudinal Study of Psychache and Suicide Ideation: Replication in General and High‐Risk University Students","year":2013,"lang":"en","type":"article","venue":"Suicide and Life-Threatening Behavior","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Suicidal ideation; Suicide ideation; Longitudinal study; Suicide prevention; Clinical psychology; Psychology; Depression (economics); Ideation; Suicide attempt; Psychological pain; Poison control; Injury prevention; Human factors and ergonomics; Psychiatry; Replication (statistics); Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004931181,0.0006314829,0.0005491794,0.001039209,0.001806023,0.0006935909,0.0007073279,0.0007270676,0.0008462072],"category_scores_gemma":[0.007864196,0.0006739111,0.001199877,0.0005995853,0.0007982855,0.0007193787,0.001204822,0.00187052,0.0004701221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000833336,"about_ca_system_score_gemma":0.00165048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02225307,"about_ca_topic_score_gemma":0.02468697,"domain_scores_codex":[0.998913,0.0004923597,0.00008254186,0.0001229657,0.0001946122,0.0001944829],"domain_scores_gemma":[0.9957792,0.0007031724,0.0006010862,0.001057238,0.0008487384,0.001010571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000820543,0.004768653,0.9754572,0.00003753036,0.0001738627,0.0002765003,0.006154334,0.00008783866,0.001233661,0.00005027825,0.0004913195,0.01044834],"study_design_scores_gemma":[0.0001610668,0.003501258,0.9922139,0.00001229284,0.0001006338,0.0001963298,0.002752831,0.0001395778,0.0003054765,0.0000520071,0.0005487063,0.00001584388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999414,0.00005254741,0.0001194418,0.00003055386,0.00001063929,0.0001324898,0.00009250588,0.000005439803,0.0001424313],"genre_scores_gemma":[0.9983705,0.00008409165,0.0003672132,0.00007528228,0.00001131461,0.0002236872,0.0004427827,0.000003335774,0.0004217534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02225307,"threshold_uncertainty_score":0.04424709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05095527262793105,"score_gpt":0.3426837946015369,"score_spread":0.2917285219736058,"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."}}