{"id":"W2800366776","doi":"10.2196/10293","title":"INTERGROWTH-21st Gestational Dating and Fetal and Newborn Growth Standards in Peri-Urban Nairobi, Kenya: Quasi-Experimental Implementation Study Protocol","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Oxford; Harvard T.H. Chan School of Public Health; Bill and Melinda Gates Foundation","keywords":"Medicine; Referral; Gestational age; Protocol (science); Thematic analysis; Family medicine; Qualitative research; Pediatrics; Pregnancy; Alternative 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":[0.04802419,0.003289404,0.00394222,0.002363104,0.007518049,0.002940957,0.005179843,0.003657528,0.04950595],"category_scores_gemma":[0.02744462,0.004775651,0.002097519,0.001991512,0.004564844,0.002866941,0.003401809,0.006771124,0.007547198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007789836,"about_ca_system_score_gemma":0.04487409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00966383,"about_ca_topic_score_gemma":0.02508424,"domain_scores_codex":[0.9774898,0.01405767,0.0016762,0.001932218,0.001869804,0.002974362],"domain_scores_gemma":[0.9702435,0.009804199,0.004149919,0.003707288,0.006742578,0.005352406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.1668761,0.4266899,0.02296686,0.03320814,0.0008660248,0.001769303,0.03672904,0.004371423,0.008425949,0.0126798,0.05602692,0.2293906],"study_design_scores_gemma":[0.2781698,0.3500044,0.109054,0.01238776,0.0009774844,0.0003497833,0.03884573,0.005641481,0.006284261,0.01378114,0.1837047,0.0007995613],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0187372,0.00009597503,0.001711163,0.0002590908,0.000128519,0.9764703,0.001040905,0.00005584161,0.001500994],"genre_scores_gemma":[0.005719301,0.00004600114,0.003237566,0.0001575837,0.00001414768,0.9902694,0.0001047165,0.000002865963,0.0004484038],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04950595,"threshold_uncertainty_score":0.2539793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016851481743705,"score_gpt":0.561023728453545,"score_spread":0.4593385802791745,"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."}}