{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004729173,0.000147575,0.0004365919,0.0002614272,0.0002522549,0.0001927279,0.0003900047,0.00008599041,0.00003762203],"category_scores_gemma":[0.00055565,0.0001386235,0.00005962826,0.0006350363,0.0002670371,0.001146457,0.001056786,0.0001958205,0.000006162779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001516678,"about_ca_system_score_gemma":0.00007713061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000989161,"about_ca_topic_score_gemma":0.0005919298,"domain_scores_codex":[0.996945,0.001077569,0.000819957,0.0004145364,0.0003508569,0.0003920734],"domain_scores_gemma":[0.9965416,0.002158165,0.0002234729,0.0005215987,0.0003636037,0.0001915955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.05953379,0.007603525,0.08198632,0.003025176,0.0004873851,0.00000164395,0.6430019,0.000002697084,0.003816485,0.008139549,0.002477848,0.1899237],"study_design_scores_gemma":[0.01424568,0.007940806,0.8523824,0.0001014098,0.00001605532,0.00000292911,0.1081611,0.0007493516,0.003680142,0.01240405,0.00009779083,0.0002183063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897023,0.00004861995,0.001722749,0.0001552717,0.0001585788,0.005098175,0.0007999349,0.00004102519,0.002273349],"genre_scores_gemma":[0.9945577,0.000007313111,0.003196783,0.000006555062,0.0000204055,0.001912586,0.0002125902,0.00001810459,0.00006796698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7703961,"threshold_uncertainty_score":0.56529,"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."}}