{"id":"W4312160075","doi":"10.1016/j.cct.2022.107066","title":"SmartMoms Canada: An evaluation of a mobile app intervention to support a healthy pregnancy","year":2022,"lang":"en","type":"article","venue":"Contemporary Clinical Trials","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke; University of Manitoba; University of Calgary; Bishop's University; Dalhousie University; University of Ottawa","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Medicine; Mobile apps; Pregnancy; Intervention (counseling); Smartphone app; Gerontology; Internet privacy; Nursing; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.003776741,0.001004178,0.001131602,0.0007109925,0.001622129,0.001282298,0.001427151,0.001760341,0.01529042],"category_scores_gemma":[0.01352808,0.000375737,0.001079454,0.0007203288,0.001170193,0.0007098652,0.001294907,0.001801662,0.001113726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005283413,"about_ca_system_score_gemma":0.03110457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3379657,"about_ca_topic_score_gemma":0.4700141,"domain_scores_codex":[0.9975212,0.001156838,0.0001389888,0.0002477877,0.000586224,0.0003489121],"domain_scores_gemma":[0.9935437,0.003492699,0.0004328142,0.0001753689,0.000812356,0.001543019],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.228118,0.04236044,0.01057521,0.011441,0.002473645,0.0004652445,0.002979249,0.00137339,0.004376228,0.002840424,0.05214034,0.6408569],"study_design_scores_gemma":[0.485292,0.2552154,0.1185113,0.009170745,0.009145194,0.0003614046,0.004679355,0.004811519,0.003411838,0.002194977,0.1067336,0.0004725744],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8878585,0.01108796,0.003202334,0.01215827,0.001836002,0.02913515,0.01349078,0.00106864,0.04016239],"genre_scores_gemma":[0.8791605,0.01310605,0.02928854,0.006510681,0.0006000589,0.04274436,0.005729946,0.0001837947,0.02267608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6620343,"threshold_uncertainty_score":0.671997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5156491229672922,"score_gpt":0.560923888849692,"score_spread":0.04527476588239987,"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."}}