{"id":"W2134780495","doi":"10.1002/jclp.21869","title":"A Two‐Year Prospective Study of Psychache and its Relationship to Suicidality Among High‐Risk Undergraduates","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Psychology","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":103,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Suicidal ideation; Depression (economics); Clinical psychology; Ideation; Suicide ideation; Suicide prevention; Assertion; Suicide attempt; Psychiatry; Poison control; 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":[0.001184089,0.0004625121,0.0004066979,0.0008319684,0.001262164,0.001017641,0.0003886129,0.001030793,0.001506841],"category_scores_gemma":[0.003250734,0.0009649635,0.0005334301,0.000544378,0.0005621747,0.0008252733,0.0008876066,0.002170301,0.0005991642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004696874,"about_ca_system_score_gemma":0.0009207767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009051423,"about_ca_topic_score_gemma":0.01346331,"domain_scores_codex":[0.9996061,0.0001138169,0.00003708216,0.00004016487,0.00009173949,0.000111141],"domain_scores_gemma":[0.9978563,0.0001932445,0.000492417,0.0001558389,0.0003200755,0.0009819891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001271023,0.0006834158,0.9973787,0.000006452934,0.00002625111,0.00007467612,0.000504185,0.00001651735,0.0001513543,0.000008875722,0.00008645465,0.0009359466],"study_design_scores_gemma":[0.00002519585,0.0008328059,0.9980229,0.000006212281,0.00001897721,0.0001225716,0.000642467,0.00007937513,0.00006235052,0.00001255279,0.000167819,0.000006735853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996378,0.00006964028,0.00003142142,0.00004495633,0.00000775622,0.00002018868,0.00006849859,0.000002459649,0.0001173126],"genre_scores_gemma":[0.9991168,0.00008332986,0.00007018049,0.00004635609,0.000009220947,0.00003083123,0.0002143737,0.000001144651,0.0004278511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009051423,"threshold_uncertainty_score":0.01799744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2275211475723209,"score_gpt":0.5131311974429944,"score_spread":0.2856100498706735,"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."}}