{"id":"W4405100096","doi":"10.2196/56407","title":"Text Messaging to Extend School-Based Suicide Prevention: Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Feeling; Suicidal ideation; Coping (psychology); Psychology; Randomized controlled trial; Population; Suicide prevention; Intervention (counseling); Psychological intervention; Peer victimization; Poison control; Clinical psychology; Social psychology; Medicine; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.003945514,0.002049354,0.003420394,0.001002154,0.001007898,0.001348381,0.001712818,0.002998052,0.01353108],"category_scores_gemma":[0.005040559,0.0009413334,0.002505604,0.0008532331,0.001543744,0.001688865,0.001043652,0.003267656,0.001251847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00116813,"about_ca_system_score_gemma":0.002457552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002723903,"about_ca_topic_score_gemma":0.004090441,"domain_scores_codex":[0.9978952,0.001198371,0.0001932864,0.0003242202,0.0001491,0.0002397774],"domain_scores_gemma":[0.9970518,0.00108271,0.000604591,0.0002646701,0.0002945403,0.0007015757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9173595,0.0548845,0.0005931919,0.002896662,0.001564239,0.000062165,0.0001580735,0.0002821425,0.0009207833,0.0001432415,0.001142093,0.01999344],"study_design_scores_gemma":[0.9419379,0.05627349,0.0008091907,0.0000936215,0.0003063472,0.000007316246,0.00002897704,0.0001458308,0.00008836593,0.00007075082,0.000231269,0.000006994471],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825708,0.005011317,0.001971588,0.001343985,0.001758721,0.1011611,0.002405443,0.0006448542,0.003132083],"genre_scores_gemma":[0.8258554,0.003786593,0.009091849,0.001725293,0.001148522,0.1528149,0.001016779,0.00004400203,0.004516764],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01353108,"threshold_uncertainty_score":0.04526597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0423551570367384,"score_gpt":0.4145415691669054,"score_spread":0.372186412130167,"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."}}