{"id":"W3121707035","doi":"10.2196/21854","title":"Examining the Relationship Between the Use of a Mobile Peer-Support App and Self-Injury Outcomes: Longitudinal Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Food and Agriculture; National Institutes of Health; National Institute of Mental Health; U.S. Department of Agriculture","keywords":"Peer support; Mobile apps; Psychology; Social support; Odds; Odds ratio; Logistic regression; Medicine; Clinical psychology; Gerontology; Applied psychology; Social psychology; World Wide Web; Computer science; Psychiatry; Internal medicine","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":[0.007974618,0.0004157036,0.0006988992,0.001627372,0.0019139,0.001493107,0.00100865,0.001056975,0.002285459],"category_scores_gemma":[0.01131239,0.00073243,0.001427147,0.001501801,0.0005527294,0.001288231,0.001205942,0.001353894,0.0007313166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000947494,"about_ca_system_score_gemma":0.001820194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031886,"about_ca_topic_score_gemma":0.01687008,"domain_scores_codex":[0.997243,0.001097576,0.0003272469,0.0004814498,0.0005645941,0.000286055],"domain_scores_gemma":[0.9920655,0.00201875,0.002460278,0.00100048,0.001840542,0.0006145472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005282912,0.001801863,0.982376,0.0002338641,0.0005370927,0.0001395658,0.002368024,0.00006549391,0.0003767491,0.0001206839,0.0005808767,0.01087141],"study_design_scores_gemma":[0.0001199783,0.00545922,0.9804286,0.0003923092,0.0005998131,0.0004728329,0.008135532,0.0009252915,0.0005664041,0.0003179143,0.002523689,0.00005832571],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965692,0.0005361972,0.001049488,0.00009602115,0.0000202839,0.0004528144,0.0007960407,0.00001515079,0.0004647462],"genre_scores_gemma":[0.9895316,0.000595345,0.004213208,0.0002924041,0.00004063919,0.002452013,0.001403731,0.00001471037,0.001456284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01031886,"threshold_uncertainty_score":0.04217434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.227212881903146,"score_gpt":0.4883770529952688,"score_spread":0.2611641710921229,"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."}}