{"id":"W4233355779","doi":"10.12688/gatesopenres.13246.2","title":"Interventions to improve neurodevelopmental outcomes of children born moderate to late preterm: a systematic review protocol","year":2021,"lang":"en","type":"review","venue":"Gates Open Research","topic":"Infant Development and Preterm Care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bill and Melinda Gates Foundation","keywords":"CINAHL; Psychological intervention; Premature birth; Pediatrics; Obstetrics; Medicine; Pregnancy; Gestation; Biology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02619855,0.004072359,0.01701954,0.009134394,0.003194137,0.005916729,0.004044519,0.004961108,0.05560952],"category_scores_gemma":[0.04030108,0.004155681,0.0152705,0.009071667,0.002885387,0.005767453,0.00377357,0.005118212,0.00455702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01357273,"about_ca_system_score_gemma":0.05396852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01250218,"about_ca_topic_score_gemma":0.03766536,"domain_scores_codex":[0.9888996,0.00379109,0.003821112,0.001219985,0.001472039,0.0007960589],"domain_scores_gemma":[0.9855307,0.005512231,0.003320703,0.0008422181,0.003970043,0.0008240893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.002212671,0.0001412102,0.0004574063,0.9718834,0.002980679,0.0001861768,0.0007468078,0.0003249351,0.0003668581,0.001229079,0.005953092,0.01351772],"study_design_scores_gemma":[0.01980306,0.001206048,0.0044348,0.8796702,0.03186184,0.0002813253,0.001550626,0.0004856733,0.0007918911,0.002881737,0.05681145,0.0002214567],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0013922,0.01846661,0.001110567,0.0006611706,0.0003204451,0.969209,0.007704612,0.00009510574,0.001040226],"genre_scores_gemma":[0.002208455,0.01000142,0.002506102,0.0005307033,0.00004078392,0.9827367,0.001239167,0.00001179929,0.000724797],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05560952,"threshold_uncertainty_score":0.1860324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1483348552392307,"score_gpt":0.4954648703950683,"score_spread":0.3471300151558376,"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."}}