{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003872134,0.00008132905,0.000155375,0.00007957435,0.0001766645,0.00001286253,0.00005800304,0.00002800844,0.0001087713],"category_scores_gemma":[0.00003402058,0.00007458793,0.00003441607,0.0001319368,0.00001432979,0.00005631291,0.00003539895,0.0001813355,0.000004658658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001765028,"about_ca_system_score_gemma":0.0000650848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000187321,"about_ca_topic_score_gemma":0.00001786712,"domain_scores_codex":[0.9990202,0.000009048214,0.0002191692,0.0002047561,0.0002788626,0.0002679792],"domain_scores_gemma":[0.9996945,0.00002010699,0.00007590747,0.00004979417,0.00006669795,0.00009300672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002953101,0.0009278311,0.9469309,0.009658827,0.00002222099,0.00001327794,0.007090424,0.000005761341,0.0002578676,0.003540735,0.001838198,0.02676084],"study_design_scores_gemma":[0.01216738,0.01818316,0.6678326,0.006313865,0.0001150808,0.0005795464,0.01557642,0.001413928,0.007149488,0.01057504,0.2592353,0.0008582422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938841,0.0002289392,0.000008030283,0.002728161,0.0004752595,0.001137558,0.000009716694,0.00006679223,0.001461421],"genre_scores_gemma":[0.9961903,0.00002497788,0.0001928446,0.0006098013,0.0001050781,0.001172413,0.00004766132,0.00001228825,0.001644633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2790984,"threshold_uncertainty_score":0.3041607,"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."}}