{"id":"W4291900087","doi":"10.7870/cjcmh-2022-020","title":"School-Based Suicide Prevention through Gatekeeper Training: The Role of Natural Leaders","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Community Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Alberta Children's Hospital Research Institute; Canada Research Chairs","keywords":"Intervention (counseling); Training (meteorology); Medical education; Natural (archaeology); Suicide prevention; Psychology; Poison control; Medicine; Nursing; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.004072052,0.0002691887,0.0002436167,0.000423584,0.001396383,0.000847642,0.0007964609,0.0003826791,0.002117545],"category_scores_gemma":[0.005538223,0.0001855064,0.0003046461,0.0001934215,0.0006049607,0.0007128756,0.002071236,0.0008458328,0.0001998225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008233497,"about_ca_system_score_gemma":0.007001488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002910512,"about_ca_topic_score_gemma":0.0197534,"domain_scores_codex":[0.9962825,0.002803665,0.00008724938,0.0001689908,0.0003692908,0.0002883067],"domain_scores_gemma":[0.996729,0.001356106,0.0003324639,0.0002781795,0.0002753687,0.001028871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005147872,0.02382291,0.03500112,0.002045158,0.00008816375,0.0002504023,0.01728498,0.000963431,0.004811407,0.001753715,0.004176481,0.9092874],"study_design_scores_gemma":[0.003437068,0.07929359,0.6754013,0.007631514,0.0006516443,0.001748623,0.08134554,0.01131553,0.0191284,0.01143335,0.1082899,0.0003235409],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9782243,0.0007999837,0.007146147,0.002081828,0.0001223551,0.002645739,0.00004935816,0.0001209492,0.008809355],"genre_scores_gemma":[0.9602435,0.001032271,0.03501493,0.0005588598,0.00002606802,0.001533743,0.00005006652,0.00001252796,0.001528107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004072052,"threshold_uncertainty_score":0.02153534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1200007478726933,"score_gpt":0.3810191661759957,"score_spread":0.2610184183033024,"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."}}