{"id":"W2606669852","doi":"10.1016/j.placenta.2017.04.017","title":"Periconception mHealth platform for prevention of placental-related outcomes and non-communicable diseases","year":2017,"lang":"en","type":"article","venue":"Placenta","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of British Columbia; Bill and Melinda Gates Foundation","keywords":"mHealth; Medicine; Environmental health; Pregnancy; Coaching; Disease; Non-communicable disease; Health care; Obesity; Overweight; Prenatal care; Gerontology; Nursing; Psychology; Public health; Psychological intervention; Population; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001115197,0.0002063355,0.0003434855,0.0006568556,0.0003859604,0.0007592848,0.0003785365,0.0005522225,0.008992722],"category_scores_gemma":[0.006864763,0.0001062327,0.0005287346,0.0004707847,0.00008814593,0.0005145324,0.001206442,0.0007791218,0.0008726673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004316107,"about_ca_system_score_gemma":0.001877387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00362828,"about_ca_topic_score_gemma":0.005677534,"domain_scores_codex":[0.9995167,0.000183626,0.00005399201,0.00004372127,0.0001206664,0.00008131019],"domain_scores_gemma":[0.9974075,0.000891845,0.0006896236,0.00008706006,0.0003210588,0.0006029442],"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":[0.00300458,0.0007777075,0.1185273,0.002058687,0.0004666668,0.0003571065,0.0004137983,0.0001918461,0.002049858,0.00124583,0.07185759,0.7990489],"study_design_scores_gemma":[0.002685044,0.003860296,0.7985466,0.006791397,0.001994574,0.0009111805,0.0008968025,0.002340856,0.003880699,0.003748477,0.1742162,0.0001278365],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5800916,0.1396434,0.00749317,0.09542011,0.00700744,0.002479088,0.02770618,0.003007346,0.1371516],"genre_scores_gemma":[0.9250026,0.02799073,0.01775124,0.01038257,0.002477264,0.001308346,0.005081634,0.00007629505,0.009929356],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.008992722,"threshold_uncertainty_score":0.03008366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03988126733839684,"score_gpt":0.3721741354675537,"score_spread":0.3322928681291569,"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."}}