{"id":"W4317828692","doi":"10.2196/41273","title":"Acceptability and Feasibility of “Village,” a Digital Communication App for Young People Experiencing Low Mood, Thoughts of Self-harm, and Suicidal Ideation to Obtain Support From Family and Friends: Mixed Methods Pilot Open Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Starship Foundation","keywords":"Suicidal ideation; Mood; Psychological intervention; Psychology; Mental health; Social media; Social support; Usability; Medicine; Suicide prevention; Poison control; Clinical psychology; Psychiatry; Social psychology; Medical emergency","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":[0.0114144,0.001042659,0.001180838,0.0005704457,0.001184567,0.001271734,0.001032728,0.00153676,0.004097866],"category_scores_gemma":[0.01528945,0.00070933,0.001870745,0.0003439783,0.001289797,0.001672257,0.001370308,0.00138452,0.0004537466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008958111,"about_ca_system_score_gemma":0.002832318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001217588,"about_ca_topic_score_gemma":0.00242215,"domain_scores_codex":[0.9930283,0.004587197,0.0008064116,0.0005568917,0.0005911199,0.000430087],"domain_scores_gemma":[0.9935251,0.003366841,0.001034233,0.0004888296,0.0008133947,0.0007715824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5396658,0.1755876,0.02608361,0.01043776,0.002442045,0.0005127359,0.009951094,0.0009960873,0.009308941,0.0006320415,0.002445702,0.2219367],"study_design_scores_gemma":[0.2578274,0.6974667,0.0310696,0.0009462081,0.001595083,0.0001767717,0.002558948,0.001209382,0.003139802,0.0005715842,0.00333985,0.00009857303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9532466,0.0003412847,0.001209411,0.0001841412,0.0001093109,0.04327474,0.0003496461,0.00006486221,0.001219991],"genre_scores_gemma":[0.8696545,0.0005744611,0.01026498,0.0003184602,0.0001000567,0.117947,0.0002111901,0.00001539461,0.0009141027],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114144,"threshold_uncertainty_score":0.0603658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1912412609162655,"score_gpt":0.5589634432604619,"score_spread":0.3677221823441964,"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."}}