{"id":"W6893459246","doi":"10.5281/zenodo.2658682","title":"OUT OF POCKET EXPENDITURES FOR MANAGING CHILDHOOD ACUTE RESPIRATORY INFECTION IN CHILDREN UNDER 5 IN DISTRICT KASUR PUNJAB","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Pediatric health and respiratory diseases","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respiratory infection; Public health; Quarter (Canadian coin); Developing country; Child health; Health care; Respiratory tract infections; Rural area; Under-five; Child mortality","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":[0.0005221902,0.0002694899,0.0002896846,0.0009580895,0.001080401,0.0007728092,0.0008320402,0.0005291606,0.00434064],"category_scores_gemma":[0.001557561,0.0004284931,0.0004809806,0.001367716,0.0004649643,0.0005423636,0.001014818,0.001017853,0.000240337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002291974,"about_ca_system_score_gemma":0.003886065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06516231,"about_ca_topic_score_gemma":0.1344378,"domain_scores_codex":[0.9993016,0.0002109338,0.00006646835,0.00005088506,0.0001170192,0.0002531855],"domain_scores_gemma":[0.9984359,0.0002764101,0.000593105,0.00002050274,0.0001007035,0.0005734313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001122163,0.000405167,0.9800126,0.0005600638,0.00007268006,0.002068753,0.002414701,0.0004700907,0.000272025,0.0003171373,0.002781596,0.01051293],"study_design_scores_gemma":[0.00001208661,0.0002586418,0.9917183,0.0001492505,0.00002399814,0.0008353924,0.005760424,0.0002161699,0.00004391335,0.00004147811,0.000927838,0.00001260222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971588,0.0003880674,0.00002607249,0.0007098804,0.00001685696,0.00005373345,0.0006921537,0.000002748827,0.0009517159],"genre_scores_gemma":[0.9976159,0.0009579728,0.0002419623,0.0002598802,0.00002375545,0.00009291789,0.0003237035,0.000001491941,0.0004825238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06516231,"threshold_uncertainty_score":0.129566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04174570332052534,"score_gpt":0.3410641542214853,"score_spread":0.2993184509009599,"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."}}