{"id":"W4319429850","doi":"10.2196/43956","title":"A Digital Peer Support Platform to Translate Online Peer Support for Emerging Adult Mental Well-being: Randomized Controlled Trial","year":2023,"lang":"en","type":"article","venue":"JMIR Mental Health","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Peer support; Mental health; Psychological intervention; Digital health; Anxiety; Intervention (counseling); Psychology; eHealth; Social support; Peer group; Clinical psychology; Medicine; Health care; Psychiatry; Psychotherapist; Social psychology","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":[0.00551604,0.002178612,0.005685398,0.001273249,0.001147312,0.002157665,0.001853638,0.004663197,0.01950821],"category_scores_gemma":[0.009818353,0.001148399,0.00443423,0.001040805,0.001953445,0.002701363,0.001344777,0.003924713,0.001815344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001789876,"about_ca_system_score_gemma":0.003677273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743212,"about_ca_topic_score_gemma":0.0052049,"domain_scores_codex":[0.9962295,0.002092625,0.0004727826,0.0005068798,0.0003179893,0.0003802268],"domain_scores_gemma":[0.9961362,0.001624082,0.0008493011,0.0002855411,0.0003786082,0.0007261992],"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":[0.9561327,0.01349657,0.0003504834,0.008460376,0.002976118,0.00005643092,0.0001344475,0.0002014154,0.000526863,0.0003335678,0.001120395,0.01621072],"study_design_scores_gemma":[0.9804775,0.01714132,0.0003067835,0.0003907761,0.0007706305,0.000008902984,0.00003676839,0.0001589191,0.00009051283,0.0001489706,0.0004578434,0.00001125379],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6445354,0.03367833,0.004632211,0.004076318,0.006556403,0.2929294,0.004251581,0.0009015562,0.008438929],"genre_scores_gemma":[0.677455,0.0108421,0.01220865,0.003435379,0.001960521,0.2838487,0.001035122,0.00005039903,0.009164172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950821,"threshold_uncertainty_score":0.06526148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03200404617996318,"score_gpt":0.426834894042924,"score_spread":0.3948308478629609,"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."}}