{"id":"W4407372970","doi":"10.1111/eip.70020","title":"Suicidality in Primary Care, Youth Mental Health Services: Prevalence, Risk Factors and Implications for Practice","year":2025,"lang":"en","type":"article","venue":"Early Intervention in Psychiatry","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Canberra; Department of Health and Aged Care, Australian Government; Australian Government","keywords":"Mental health; Suicidal ideation; Psychiatry; Medicine; Suicide prevention; Primary care; Indigenous; Quarter (Canadian coin); Poison control; Psychology; Family medicine; Environmental health","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":[0.001683032,0.0001396931,0.0003100868,0.001125469,0.000838477,0.001216289,0.000375657,0.000569261,0.001849763],"category_scores_gemma":[0.005919295,0.0002888806,0.0002408913,0.001519134,0.0005252485,0.0007166421,0.0009273408,0.000672473,0.000189105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305431,"about_ca_system_score_gemma":0.002807586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03630364,"about_ca_topic_score_gemma":0.05349137,"domain_scores_codex":[0.9990983,0.0004135365,0.000107857,0.00008258639,0.0001600521,0.0001375778],"domain_scores_gemma":[0.9971581,0.0007284854,0.00107705,0.00005376027,0.0003709121,0.0006117467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001758606,0.00003921047,0.9888197,0.0001322808,0.00001649721,0.0001806008,0.001932242,0.00001163392,0.00003492367,0.00002947955,0.0004495105,0.008336512],"study_design_scores_gemma":[0.000003778202,0.00006793636,0.9929686,0.0003090662,0.00001070575,0.0004730569,0.005765808,0.00005784051,0.00001422372,0.00004988294,0.0002760788,0.000002952175],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918067,0.004403231,0.00006100538,0.002219233,0.00001948063,0.00003895351,0.0001786444,0.000005609506,0.001267107],"genre_scores_gemma":[0.9971994,0.002270585,0.0001367567,0.0001562147,0.00001672253,0.00002292104,0.00008173735,8.702264e-7,0.0001147573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03630364,"threshold_uncertainty_score":0.07218468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02108239474371704,"score_gpt":0.362333164199191,"score_spread":0.3412507694554739,"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."}}