{"id":"W4416746648","doi":"10.17711/sm.0185-3325.2025.026","title":"The Importance of Culturally informed, Evidence-based Intervention: Laying the Groundwork for Comprehensive Suicide Prevention in Mexico","year":2025,"lang":"es","type":"article","venue":"Salud Mental","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Suicide prevention; Public health; Poison control; Injury prevention; Occupational safety and health; Human factors and ergonomics; Suicide rates","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":[0.007406091,0.0003071173,0.0005495457,0.0007980479,0.001869439,0.003207015,0.001064565,0.001156488,0.002468994],"category_scores_gemma":[0.0108649,0.0003084363,0.0005194318,0.0006904596,0.001397799,0.001845385,0.003724169,0.002805747,0.0001249648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004642648,"about_ca_system_score_gemma":0.01264079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04130502,"about_ca_topic_score_gemma":0.09994274,"domain_scores_codex":[0.9979627,0.001479433,0.0001136466,0.00008683456,0.0001861355,0.0001711818],"domain_scores_gemma":[0.9971751,0.0009953621,0.0005620469,0.000198217,0.000616192,0.0004530035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008848771,0.003392178,0.1963525,0.009360995,0.0009144535,0.001761099,0.03468846,0.00129375,0.002999324,0.02603793,0.03948006,0.6828343],"study_design_scores_gemma":[0.001025119,0.002019132,0.5414724,0.04685898,0.001791662,0.0009971617,0.1161053,0.002277681,0.002697063,0.0288275,0.2556999,0.000228051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5314921,0.05663631,0.007499808,0.3592752,0.001698812,0.001073453,0.0005777999,0.0001399679,0.04160644],"genre_scores_gemma":[0.9160703,0.03671141,0.02534969,0.01741614,0.0003352767,0.001449971,0.0003067668,0.0000289834,0.002331511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04130502,"threshold_uncertainty_score":0.08212918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08476995887876848,"score_gpt":0.4097921197008829,"score_spread":0.3250221608221144,"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."}}