{"id":"W4315498306","doi":"10.3389/fepid.2022.1031666","title":"Respiratory Diseases' Burden in children and adolescents of marginalized population: A retrospective study in slum area of Karachi, Pakistan","year":2023,"lang":"en","type":"article","venue":"Frontiers in Epidemiology","topic":"Pneumonia and Respiratory Infections","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Bronchiolitis; Medicine; Bronchitis; Pneumonia; Asthma; Population; Slum; Pediatrics; Disease burden; Environmental health; Respiratory system; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004015591,0.000282393,0.0003481909,0.0009424926,0.0007860512,0.0006372793,0.0003064651,0.0003202571,0.001160501],"category_scores_gemma":[0.0007594788,0.0003669191,0.0003610494,0.001186251,0.0006110155,0.0006112599,0.0006545878,0.0005423493,0.0001625849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006592039,"about_ca_system_score_gemma":0.001076238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02092084,"about_ca_topic_score_gemma":0.0235898,"domain_scores_codex":[0.9996716,0.00005767947,0.00004461913,0.00006191894,0.00007261225,0.00009167117],"domain_scores_gemma":[0.9995239,0.00005471769,0.0002008958,0.00002359644,0.0000746151,0.000122344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001104591,0.00001421877,0.9990884,0.00001344082,0.000008836911,0.0002043656,0.000307507,0.000008270777,0.00003928398,0.000008391575,0.00004485379,0.0002513267],"study_design_scores_gemma":[0.000002923498,0.00009126952,0.9959925,0.00002112165,0.00001284787,0.0007547725,0.002830183,0.00003660544,0.00002658226,0.00001012924,0.0002174729,0.000003530752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992573,0.0001426143,0.0000242132,0.00002839922,0.000002423375,0.00001707738,0.0003250953,9.585569e-7,0.000202065],"genre_scores_gemma":[0.9994005,0.0001966029,0.00004307078,0.00002956953,0.000004339172,0.00001889091,0.000256923,5.284344e-7,0.00004966432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02092084,"threshold_uncertainty_score":0.04159814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515216834257691,"score_gpt":0.3342989635847401,"score_spread":0.3091467952421633,"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."}}