{"id":"W4393228149","doi":"10.1007/s41347-024-00408-8","title":"Parent Preferences for Peer Connection in Virtual Mental Health and Parenting Support Platforms","year":2024,"lang":"en","type":"article","venue":"Journal of Technology in Behavioral Science","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba; University of Calgary; Université de Montréal; University of British Columbia; Centre Hospitalier Universitaire Sainte-Justine; University of Manitoba; Dalhousie University","funders":"Children's Hospital Research Institute of Manitoba; Children’s Hospital Foundation of Manitoba; Research Manitoba; Social Sciences and Humanities Research Council; University of Oklahoma","keywords":"Mental health; Psychology; Connection (principal bundle); Peer support; Peer-to-peer; Developmental psychology; Internet privacy; Computer science; Psychiatry; World Wide Web; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00209076,0.0001137315,0.0001639262,0.0002404218,0.0004482981,0.001067067,0.0001620982,0.0003253046,0.004891353],"category_scores_gemma":[0.009719081,0.0001201241,0.0002836145,0.0001866453,0.00016928,0.0006058369,0.0006416325,0.000449673,0.0002477241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002222071,"about_ca_system_score_gemma":0.0002082088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461935,"about_ca_topic_score_gemma":0.002890341,"domain_scores_codex":[0.9988866,0.0005740864,0.00007976603,0.00007588901,0.0002630368,0.0001205209],"domain_scores_gemma":[0.9956201,0.002220658,0.000999684,0.0001440468,0.0003655246,0.0006499543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007995329,0.0007223147,0.8998746,0.0002617681,0.0001262027,0.0007836376,0.01894008,0.0002010657,0.003510142,0.0002855655,0.001757564,0.07273761],"study_design_scores_gemma":[0.00003262834,0.001100689,0.9648349,0.0001356045,0.00006850673,0.000745894,0.02781365,0.0007886317,0.0006539655,0.0001772,0.00361449,0.00003390527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985229,0.00007535125,0.0001564783,0.00009870543,0.000009601613,0.00001814457,0.00005230051,0.000003931561,0.001062541],"genre_scores_gemma":[0.9990421,0.00008264564,0.0003689998,0.00004552605,0.000005222572,0.00002907716,0.00004876465,0.000002135081,0.000375518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004891353,"threshold_uncertainty_score":0.01636326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0584933903566776,"score_gpt":0.4001039334230764,"score_spread":0.3416105430663988,"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."}}