{"id":"W4298007262","doi":"10.1016/j.physbeh.2022.113977","title":"The short-term effect of a mHealth intervention on gestational weight gain and health behaviors: The SmartMoms Canada pilot study","year":2022,"lang":"en","type":"article","venue":"Physiology & Behavior","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Manitoba; Bishop's University; University of Ottawa","funders":"Canadian Institutes of Health Research; Public Health Agency of Canada","keywords":"Weight gain; mHealth; Medicine; Psychological intervention; Gestation; Pregnancy; Analysis of variance; Body mass index; Repeated measures design; Gestational age; Physical therapy; Body weight; Internal medicine; Statistics","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":[0.002293965,0.0007989621,0.001587347,0.0003028723,0.000649321,0.0004862755,0.000769869,0.0007599844,0.002449695],"category_scores_gemma":[0.004698129,0.0003880456,0.001248033,0.000602328,0.0008275447,0.0004307032,0.0009002498,0.00103376,0.0002446283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004577652,"about_ca_system_score_gemma":0.01459977,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4136188,"about_ca_topic_score_gemma":0.4332784,"domain_scores_codex":[0.9983391,0.0005734014,0.0001186262,0.0001845364,0.0004558368,0.0003284983],"domain_scores_gemma":[0.9970475,0.0008071217,0.0004558705,0.0002862456,0.0004592169,0.0009440281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.5570114,0.1114015,0.04642726,0.003651613,0.003801497,0.0005756299,0.002582983,0.001852446,0.01047344,0.0003493684,0.004995537,0.2568772],"study_design_scores_gemma":[0.1009244,0.4395809,0.4475834,0.0002707171,0.002226521,0.0000830431,0.0006888196,0.001655786,0.002467152,0.0001512396,0.004253483,0.0001144336],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954373,0.0004655973,0.0001089335,0.0001723984,0.00005045332,0.001954314,0.0008105437,0.00002313325,0.0009774306],"genre_scores_gemma":[0.9890323,0.001004923,0.001549279,0.0003357212,0.0001008778,0.00390228,0.0009134782,0.0000139282,0.003147164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5863812,"threshold_uncertainty_score":0.8224226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480655432757892,"score_gpt":0.36229796975101,"score_spread":0.3274914154234311,"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."}}