{"id":"W4280582395","doi":"10.1016/j.jogc.2022.02.042","title":"Mobile HEALTH Tool to Support People Experiencing Early Pregnancy Loss (MHEALTH-EPL)","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"mHealth; Medicine; Pregnancy; Health care; Early Pregnancy Loss; Obstetrics; Nursing; Medical emergency; Psychological intervention; Gestation","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":[0.0008605845,0.0003878684,0.0004230171,0.0008102398,0.0004801255,0.0007239149,0.0004807385,0.0007896416,0.02375549],"category_scores_gemma":[0.006120405,0.0001384944,0.0005246173,0.0003946492,0.0001209561,0.0008832336,0.001789021,0.0008129575,0.004544219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002589463,"about_ca_system_score_gemma":0.0007602528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00183231,"about_ca_topic_score_gemma":0.005445787,"domain_scores_codex":[0.999607,0.0001800322,0.00004418506,0.00003483028,0.00006506445,0.00006888882],"domain_scores_gemma":[0.9976975,0.001292937,0.0002428969,0.00006204894,0.0001871321,0.0005175023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001436515,0.001681584,0.02256927,0.001809804,0.0001170052,0.0004861277,0.001785869,0.0001219283,0.001223053,0.000242847,0.09045398,0.878072],"study_design_scores_gemma":[0.005287261,0.0122463,0.4445078,0.009301804,0.001823704,0.00530418,0.01291322,0.004373696,0.005599745,0.003773874,0.4940269,0.0008414743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7256712,0.01625796,0.01628161,0.03386418,0.003724724,0.00822148,0.05006263,0.0133434,0.1325727],"genre_scores_gemma":[0.8434254,0.008701446,0.06237954,0.01574394,0.001588708,0.007401256,0.00935481,0.000340509,0.05106446],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02375549,"threshold_uncertainty_score":0.07947004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956865320545514,"score_gpt":0.3027773834806975,"score_spread":0.2832087302752423,"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."}}