{"id":"W4282976369","doi":"10.2196/39278","title":"Parent Preferences for Peer Connection in eHealth Programs","year":2022,"lang":"en","type":"article","venue":"Iproceedings","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of British Columbia; Dalhousie University; Alberta Children's Hospital; University of Manitoba; Children's Hospital Research Institute of Manitoba; University of Calgary","funders":"","keywords":"eHealth; Psychology; IBM; Preference; Descriptive statistics; Medical education; Medicine; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003464303,0.0001214139,0.0001870388,0.0003304853,0.0006407422,0.001077257,0.0002108041,0.0004338661,0.005099608],"category_scores_gemma":[0.01665599,0.0001446316,0.0003146836,0.0002763504,0.0002811714,0.0007169986,0.0006534795,0.0006302432,0.0002254894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003604718,"about_ca_system_score_gemma":0.0003957853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968726,"about_ca_topic_score_gemma":0.003936914,"domain_scores_codex":[0.9975749,0.001381545,0.000181931,0.0001299022,0.0005410212,0.0001907548],"domain_scores_gemma":[0.9923881,0.003751813,0.00189731,0.0002166293,0.0006110366,0.001135099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00062415,0.0005248394,0.8906247,0.0002580821,0.0001348228,0.0007935378,0.02435252,0.0001510528,0.001140428,0.0003133091,0.002357502,0.07872503],"study_design_scores_gemma":[0.00004021517,0.0007827088,0.9568806,0.0002212444,0.00007172693,0.001125073,0.03476786,0.0005784629,0.0003616902,0.0002564924,0.004879946,0.00003389769],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961877,0.000337685,0.0002651908,0.0004568613,0.00002173902,0.00003297615,0.00008203462,0.000007114419,0.002608658],"genre_scores_gemma":[0.9987282,0.0002746606,0.000428134,0.0001170591,0.00001263588,0.00003904166,0.00005857148,0.000003130252,0.0003386156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005099608,"threshold_uncertainty_score":0.01832116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06819982357511294,"score_gpt":0.3445539069420857,"score_spread":0.2763540833669727,"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."}}