{"id":"W4225282947","doi":"","title":"Optimising child and adolescent health and development in the post-pandemic world","year":2022,"lang":"en","type":"article","venue":"eCommons - AKU (Aga Khan University)","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Hospital for Sick Children","funders":"","keywords":"Flourishing; Global health; Medicine; Child mortality; Health care; Human development (humanity); Economic growth; Political science; Psychology; Public health; Environmental health; Nursing; Population","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":[0.0002618452,0.0001054371,0.000185209,0.0003248984,0.0005783404,0.00001476664,0.0001264581,0.00001899883,0.00004511285],"category_scores_gemma":[0.000005351454,0.00009147412,0.00002074009,0.0003429767,0.0000405594,0.00004697721,0.0002382688,0.0004105904,0.000002746588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003157766,"about_ca_system_score_gemma":0.0002092682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001814806,"about_ca_topic_score_gemma":0.0009715657,"domain_scores_codex":[0.9991,0.0001343085,0.0001370731,0.000200499,0.0001663001,0.0002617861],"domain_scores_gemma":[0.9995818,0.00002342945,0.00005917157,0.000127869,0.00001551306,0.0001922411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000684317,0.0004711581,0.9719844,0.0002784221,0.00004641822,0.0002401456,0.007124247,0.00004046955,0.0000112723,0.002457341,0.004423898,0.01223788],"study_design_scores_gemma":[0.001505328,0.0002622497,0.5796548,0.0001748305,0.00001233067,0.0003003754,0.005438003,0.00001956083,0.000003633618,0.00001643536,0.4124974,0.0001150794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707684,0.0007962813,0.000006179374,0.02005323,0.00007062244,0.0003434186,0.00001183614,0.00003234288,0.007917676],"genre_scores_gemma":[0.9883473,0.0002743939,0.0002651021,0.01031945,0.00003159429,7.657407e-7,0.00002336366,0.000007324898,0.0007307105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4080735,"threshold_uncertainty_score":0.4448186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042589292614206,"score_gpt":0.2368000302589326,"score_spread":0.2163741373327905,"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."}}