{"id":"W7133042301","doi":"","title":"Predictors of Self-Injurious Thoughts and Behaviours Among Canadian Post-Secondary Students","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopsychosocial model; Suicide prevention; Mental health; Public health; Occupational safety and health; Human factors and ergonomics; Suicidal ideation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006513722,0.0004084053,0.000439204,0.001843559,0.003299457,0.001560003,0.001432088,0.0006098386,0.002787808],"category_scores_gemma":[0.002595049,0.000392156,0.000715348,0.002591539,0.000838092,0.0003535278,0.001317652,0.001363822,0.0003240349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048792,"about_ca_system_score_gemma":0.02155914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9698707,"about_ca_topic_score_gemma":0.985016,"domain_scores_codex":[0.9992311,0.00003146914,0.00004625235,0.00008108441,0.0003658665,0.0002443126],"domain_scores_gemma":[0.9976913,0.00008506208,0.000525077,0.00005533348,0.000870281,0.0007730509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001568539,0.0000545817,0.9968686,0.00001845339,0.00001013779,0.000032243,0.0007389251,0.00001279781,0.00005142662,0.00002739864,0.0002776062,0.001892188],"study_design_scores_gemma":[0.000001441778,0.00002371395,0.9978312,0.0000216976,0.00000611771,0.00002888962,0.001801588,0.00005462138,0.00001725356,0.000008101943,0.0002010851,0.00000433873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973603,0.000196605,0.00002532281,0.0001969757,0.000009219741,0.00004502112,0.0008883814,0.000004925878,0.001273297],"genre_scores_gemma":[0.9983141,0.0003295132,0.00009472945,0.00004625493,0.00000406673,0.00001612997,0.0006889184,0.000002112455,0.0005041499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03012925,"threshold_uncertainty_score":0.07609558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01506477745832937,"score_gpt":0.3476670323090935,"score_spread":0.3326022548507642,"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."}}