{"id":"W3111879143","doi":"10.2196/18154","title":"He Korowai Manaaki (Pregnancy Wraparound Care): Protocol for a Cluster Randomized Clinical Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Randomized controlled trial; Family medicine; Health care; Socioeconomic status; Health equity; Intervention (counseling); Cluster randomised controlled trial; Nursing; Indigenous; Population; Public health; Environmental health","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":[0.03414058,0.006241212,0.01049717,0.002501943,0.003501475,0.005140023,0.003874132,0.006579732,0.118987],"category_scores_gemma":[0.03486172,0.003588428,0.004820712,0.003610963,0.00353073,0.004152308,0.002205259,0.00860172,0.02008605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005372915,"about_ca_system_score_gemma":0.01836908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895721,"about_ca_topic_score_gemma":0.005451089,"domain_scores_codex":[0.9779519,0.01289616,0.00254473,0.002341159,0.002232319,0.002033781],"domain_scores_gemma":[0.9848224,0.003752669,0.002973374,0.002629592,0.003734689,0.002087248],"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":[0.8363764,0.0147393,0.001108135,0.03929073,0.002757035,0.0003533367,0.0008957558,0.002436937,0.002194334,0.00917264,0.04904842,0.04162696],"study_design_scores_gemma":[0.9040787,0.01956807,0.00234364,0.006625652,0.0009019053,0.00007497876,0.000239674,0.002548194,0.0008055874,0.00602648,0.05664634,0.0001408055],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0007252862,0.0001643272,0.0009910235,0.0001308505,0.0002241338,0.9960602,0.001067329,0.00008635246,0.000550457],"genre_scores_gemma":[0.0006269295,0.00004446501,0.0008918485,0.00006383932,0.00001988293,0.9980805,0.00006953279,0.000003746042,0.0001992449],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.118987,"threshold_uncertainty_score":0.3980513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4042574181826193,"score_gpt":0.6300731674303558,"score_spread":0.2258157492477365,"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."}}