{"id":"W3047939073","doi":"10.1186/s40900-020-00218-1","title":"Global Health in Preconception, Pregnancy and Postpartum Alliance: development of an international consumer and community involvement framework","year":2020,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Guelph Wellington Seniors Association; Hospital for Sick Children; Guelph General Hospital; SickKids Foundation; Centre for Global Health Research; Athabasca University","funders":"National Institute of General Medical Sciences; National Institute for Health and Care Research","keywords":"Multidisciplinary approach; Conceptual framework; Alliance; Pregnancy; Medicine; Grey literature; Public relations; Nursing; Business; Psychology; Political science; MEDLINE; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00307407,0.0001568717,0.0002741799,0.0001391721,0.0003476399,0.00007157059,0.0001647932,0.00004933544,0.00008436838],"category_scores_gemma":[0.0003317498,0.0001487715,0.0000188109,0.0002732876,0.0002632327,0.0002112718,0.0006124757,0.0006212204,0.000003258352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002782259,"about_ca_system_score_gemma":0.0002763995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002259175,"about_ca_topic_score_gemma":0.0003932397,"domain_scores_codex":[0.9971284,0.0007520572,0.0004756856,0.0003667366,0.0008129747,0.0004641136],"domain_scores_gemma":[0.9987947,0.0001611864,0.0000681353,0.0002079641,0.0002303513,0.000537678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000710915,0.002505682,0.5713676,0.005940648,0.0005910269,0.00002444288,0.02993488,0.00005148895,0.0005688841,0.008732265,0.001809672,0.3777625],"study_design_scores_gemma":[0.003973274,0.002879239,0.9510675,0.002432337,0.0000176158,0.00000117352,0.01657666,0.002636609,0.000414651,0.002974239,0.01677291,0.0002537605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874204,0.00306614,0.000421587,0.006926476,0.00003973609,0.001658425,0.00003440484,0.00002057204,0.0004122595],"genre_scores_gemma":[0.9742267,0.01228896,0.01199668,0.0009769407,0.00003279885,0.0001948415,0.0002208844,0.00001155035,0.00005072323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3797,"threshold_uncertainty_score":0.6066726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1867601573605336,"score_gpt":0.431652809346297,"score_spread":0.2448926519857634,"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."}}