{"id":"W4409677190","doi":"10.2196/68441","title":"The Comprehensive Adaptive Multisite Prevention of University Student Suicide Trial: 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":"Suicidal ideation; Randomized controlled trial; Telehealth; Psychological intervention; Mental health; Intervention (counseling); Suicide prevention; Poison control; Medicine; Medical education; Psychology; Medical emergency; Nursing; Telemedicine; Psychiatry; Health care","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":[0.04112077,0.009616738,0.01651214,0.003576932,0.004662659,0.006674395,0.004715428,0.008451787,0.09970158],"category_scores_gemma":[0.03761704,0.004206856,0.005917251,0.005188234,0.004961631,0.004947927,0.002554996,0.01363693,0.01505957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007616126,"about_ca_system_score_gemma":0.01697055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003377822,"about_ca_topic_score_gemma":0.006557483,"domain_scores_codex":[0.9663364,0.02138122,0.003184233,0.002863545,0.003488179,0.002746426],"domain_scores_gemma":[0.9832696,0.005025462,0.003090397,0.002494887,0.004112026,0.002007721],"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":[0.8388292,0.01511173,0.001027599,0.04344529,0.004805785,0.0004592699,0.000785741,0.003891069,0.002458197,0.01192137,0.04334662,0.03391804],"study_design_scores_gemma":[0.9297382,0.01598553,0.001282864,0.004906029,0.001067391,0.00007631802,0.0002419569,0.004562123,0.0008304964,0.00516982,0.03600477,0.0001344172],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007460507,0.0002097472,0.001196131,0.0001316589,0.0003260538,0.9960454,0.000785114,0.0001007963,0.0004590085],"genre_scores_gemma":[0.0006411743,0.00006082952,0.001091104,0.00007958362,0.00002211829,0.9978255,0.00006567048,0.000005201623,0.0002088065],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09970158,"threshold_uncertainty_score":0.333535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2583544134170976,"score_gpt":0.58199833965725,"score_spread":0.3236439262401524,"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."}}