{"id":"W4392642492","doi":"10.1080/07448481.2024.2308259","title":"Thirteen years progress: a scoping review of suicide prevention initiatives in post-secondary settings","year":2024,"lang":"en","type":"review","venue":"Journal of American College Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CINAHL; PsycINFO; Scopus; MEDLINE; Mental health; Medicine; Suicide prevention; Public health; Poison control; Family medicine; Medical education; Psychology; Nursing; Environmental health; Psychiatry; Psychological intervention; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00266126,0.0004086544,0.004576641,0.0009666671,0.0000529848,0.00001564127,0.000378784,0.0001134996,0.0002224303],"category_scores_gemma":[0.0003047261,0.0003211178,0.0008896717,0.001586958,0.0002629009,0.0001446643,0.0001085772,0.001277708,0.00003101126],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316855,"about_ca_system_score_gemma":0.007251007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001265726,"about_ca_topic_score_gemma":0.0000856576,"domain_scores_codex":[0.9938746,0.001569217,0.003258205,0.0003720041,0.0004555316,0.0004704341],"domain_scores_gemma":[0.9930422,0.0006525894,0.005598023,0.0002885443,0.0002624985,0.0001561404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005266779,0.0002028118,0.0001001202,0.3161116,0.0007797152,0.0004539049,0.002053553,2.094839e-8,1.688272e-8,0.00009013704,0.008255117,0.6719003],"study_design_scores_gemma":[0.0004898207,0.00270811,0.0009495678,0.8557603,0.0009976395,0.0007660352,0.003595053,1.190914e-7,4.505206e-8,0.00003902655,0.1343489,0.0003452849],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008094408,0.9946481,0.000001660484,0.001432505,0.0005281904,0.001927827,0.000185946,0.00001739694,0.001177445],"genre_scores_gemma":[0.00005041405,0.9971775,0.0006426501,0.001584396,0.000239567,0.00009722503,0.00001936625,0.0000696526,0.0001192527],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.671555,"threshold_uncertainty_score":0.9999241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0645074003414276,"score_gpt":0.4624825669932401,"score_spread":0.3979751666518125,"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."}}