{"id":"W4405183906","doi":"10.1159/000542754","title":"Rationale and Approach to Evaluating Interventions for Newborn Care in Low- and Middle-Income Countries","year":2024,"lang":"en","type":"article","venue":"Neonatology","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"Bill and Melinda Gates Foundation","keywords":"Systematic review; Psychological intervention; Medicine; MEDLINE; Low and middle income countries; Intervention (counseling); Pediatrics; Evidence-based practice; Family medicine; Intensive care medicine; Developing country; Alternative medicine; Nursing; Pathology; Economic growth","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":[0.0001246218,0.0000575456,0.0001553867,0.00008820942,0.00004288145,0.00001421425,0.00002077129,0.00004886519,0.00001075562],"category_scores_gemma":[0.00005068675,0.00004840884,0.00002564989,0.00006169147,0.00003069813,0.00002598922,0.00002972268,0.00007065948,0.000005132728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003634647,"about_ca_system_score_gemma":0.00006031112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006091974,"about_ca_topic_score_gemma":0.0002020625,"domain_scores_codex":[0.9994555,0.00002011329,0.0001593954,0.0001698391,0.00005950522,0.0001357215],"domain_scores_gemma":[0.9997547,0.00007265295,0.0000129237,0.00004650496,0.00005218498,0.0000610447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.001782443,0.0002382734,0.3794143,0.1058176,0.000217844,0.0001328124,0.01911055,0.00009934651,0.0001000405,0.4235334,0.0009876307,0.06856582],"study_design_scores_gemma":[0.00927529,0.003680444,0.8101976,0.02150488,0.0003682042,0.002327887,0.007606921,0.01801289,0.0001944166,0.02576827,0.1004722,0.0005909578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815961,0.01177007,0.0008521593,0.004059652,0.0001395725,0.0006769947,0.00004134109,0.00002457233,0.0008395056],"genre_scores_gemma":[0.9927632,0.00007086851,0.005893896,0.0008259377,0.0000570326,0.00009472416,0.00002814162,0.000006904825,0.0002593622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4307833,"threshold_uncertainty_score":0.1974055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04226196070463452,"score_gpt":0.3661025766780636,"score_spread":0.3238406159734291,"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."}}