{"id":"W3006498090","doi":"10.2196/15112","title":"A Pedometer-Guided Physical Activity Intervention for Obese Pregnant Women (the Fit MUM Study): Randomized Feasibility Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedometer; Medicine; Overweight; Randomized controlled trial; Population; Physical therapy; Weight gain; Obesity; Pregnancy; Physical activity; Body weight; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005499645,0.001928702,0.002855512,0.0009874711,0.0008321211,0.001013944,0.00136328,0.002788353,0.007479204],"category_scores_gemma":[0.006165333,0.001594989,0.002063605,0.0007425175,0.001690242,0.001426729,0.001270203,0.001758825,0.001144986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000816763,"about_ca_system_score_gemma":0.003257673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002255082,"about_ca_topic_score_gemma":0.003235755,"domain_scores_codex":[0.9957948,0.002783604,0.0003155241,0.0004018171,0.0002937166,0.0004105951],"domain_scores_gemma":[0.9970805,0.001073478,0.0006378926,0.0003301859,0.0002871875,0.0005907033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8684723,0.1015914,0.004747699,0.001320729,0.001014598,0.0001601285,0.0003510635,0.0003426627,0.002459078,0.0001873938,0.0006322784,0.01872073],"study_design_scores_gemma":[0.7857938,0.2069332,0.005294611,0.0000704082,0.0005096794,0.00003987658,0.0000965358,0.000282468,0.0002788046,0.000120176,0.0005598221,0.00002052471],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8844564,0.0007420232,0.001780197,0.0005129265,0.0003094764,0.1097589,0.001030927,0.0001043194,0.00130484],"genre_scores_gemma":[0.8188205,0.001269318,0.009133317,0.001301151,0.0004447963,0.1665524,0.000690389,0.00002277819,0.00176532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007479204,"threshold_uncertainty_score":0.02908528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655577340484822,"score_gpt":0.4742024795135892,"score_spread":0.308644745465107,"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."}}