{"id":"W4388599678","doi":"10.31234/osf.io/nf3kd","title":"Parent preferences for peer connection in virtual mental health and parenting support platforms","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"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":"University of Manitoba; Children's Hospital Foundation; Research Manitoba; Social Sciences and Humanities Research Council of Canada; University of Oklahoma","keywords":"eHealth; Mental health; Peer support; Psychology; Social support; Anxiety; Emotional support; Developmental psychology; Social psychology; Health care; Psychiatry","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":[0.001914318,0.00008932515,0.0001367185,0.0002138598,0.0004156096,0.00096404,0.000137316,0.0002546806,0.00587722],"category_scores_gemma":[0.008376333,0.000093607,0.000216701,0.0001669828,0.000142876,0.0005282366,0.000473306,0.0003221025,0.0002977159],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002288053,"about_ca_system_score_gemma":0.0002358089,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001489235,"about_ca_topic_score_gemma":0.004141912,"domain_scores_codex":[0.9989434,0.000585329,0.00007093018,0.00006610803,0.0002376631,0.00009647167],"domain_scores_gemma":[0.9964765,0.002034706,0.0006667583,0.0001236811,0.0002680846,0.0004302793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006871949,0.0007257528,0.8321806,0.0002999822,0.0001287938,0.0007391786,0.0136002,0.0001667232,0.002806098,0.0004487319,0.00238831,0.1458283],"study_design_scores_gemma":[0.00004251038,0.0011015,0.9637703,0.0001777791,0.00008158991,0.001009291,0.02463161,0.0006487108,0.0006322021,0.0002990529,0.007571474,0.00003386515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962238,0.0001717775,0.000267947,0.0001969549,0.00001521875,0.00002833694,0.00008064896,0.000005454678,0.003009936],"genre_scores_gemma":[0.9980496,0.0001854271,0.0007087413,0.00008439091,0.000008851259,0.00004302319,0.0000680013,0.000002997647,0.0008488401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00587722,"threshold_uncertainty_score":0.01966131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067448768065673,"score_gpt":0.3755831634515761,"score_spread":0.2688382866450088,"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."}}