{"id":"W4414535482","doi":"10.2196/71344","title":"Caring Text Messages for Suicide Prevention in Urban American Indian Youth: Protocol for a Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Research Protocols","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":"Randomized controlled trial; Protocol (science); Suicide prevention; Poison control; Occupational safety and health; Injury prevention; Human factors and ergonomics","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":[0.02879652,0.005825094,0.01194531,0.003281039,0.004235214,0.004484002,0.003740602,0.006920162,0.08548583],"category_scores_gemma":[0.02520264,0.002940136,0.00595912,0.004103225,0.003190252,0.003798955,0.002176081,0.00941207,0.01014368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006145564,"about_ca_system_score_gemma":0.01853905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00426279,"about_ca_topic_score_gemma":0.008943346,"domain_scores_codex":[0.9830903,0.009813577,0.002187423,0.001322087,0.001771532,0.00181516],"domain_scores_gemma":[0.9887004,0.002934778,0.002487292,0.00124279,0.002941558,0.00169317],"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":[0.8326315,0.02547423,0.001123859,0.04962129,0.003678659,0.000326759,0.0007251937,0.001819415,0.001994208,0.004386422,0.02723558,0.050983],"study_design_scores_gemma":[0.9543449,0.01685326,0.001332493,0.005081162,0.0009839982,0.00003655042,0.0002167426,0.001341483,0.0004570411,0.001701123,0.01757631,0.00007498264],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008509112,0.0001816987,0.000517574,0.0001177498,0.0001817491,0.9971746,0.000611367,0.00005386734,0.0003103144],"genre_scores_gemma":[0.000809743,0.00009176679,0.0008785302,0.00008323498,0.00002387325,0.9978536,0.00006467033,0.000002596494,0.0001919629],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.08548583,"threshold_uncertainty_score":0.2859786,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2048047916569213,"score_gpt":0.5730659777810093,"score_spread":0.368261186124088,"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."}}