{"id":"W2904362253","doi":"10.2196/11664","title":"Neighborhood Deprivation and the Effectiveness of Mobile Health Coaching to Improve Periconceptional Nutrition and Lifestyle in Women: Survey in a Large Urban Municipality in the Netherlands","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Achmea","keywords":"Coaching; Pregnancy; mHealth; Health coaching; Environmental health; Medicine; Gerontology; Psychology; Nursing; Psychological intervention","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":[0.0007161344,0.0001950412,0.0003588716,0.0005974994,0.0005363592,0.0006086332,0.0005317131,0.0003373461,0.0007295291],"category_scores_gemma":[0.002601589,0.0003704948,0.0005071147,0.001585673,0.0003076712,0.0004393099,0.0008294093,0.0003089501,0.0001252585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138928,"about_ca_system_score_gemma":0.0008777856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.139366,"about_ca_topic_score_gemma":0.1756354,"domain_scores_codex":[0.9992531,0.0002498946,0.0001118177,0.0001578835,0.0001298297,0.00009746615],"domain_scores_gemma":[0.9988191,0.0001532835,0.0005258479,0.00008596572,0.0001839891,0.000231945],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004004814,0.00006858062,0.9977567,0.00002514909,0.00006519378,0.00005684958,0.0005609168,0.00004893296,0.0001048327,0.00001206439,0.0001636028,0.001097292],"study_design_scores_gemma":[0.00000360884,0.00005231036,0.9986079,0.000007158619,0.00001470041,0.00003084987,0.0009202874,0.0001321309,0.0000192686,0.000004235682,0.0002045421,0.000002996487],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989753,0.0001300517,0.00004358463,0.00003672007,0.000002010863,0.00002313582,0.0005663991,0.000001630899,0.0002212349],"genre_scores_gemma":[0.9991971,0.00009835735,0.00007159445,0.00002146206,0.000002061046,0.00004614711,0.0003976898,0.000002045919,0.0001635026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.139366,"threshold_uncertainty_score":0.2771096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101637993960388,"score_gpt":0.3824693070893203,"score_spread":0.3514529271497164,"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."}}