{"id":"W6958990864","doi":"10.6084/m9.figshare.c.6588743.v1","title":"Estimating the economic burden of respiratory syncytial virus infections in infants in Vietnam: a cohort study","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Referral; Cohort; Cohort study; Medical record; Outpatient visits; Pneumovirus; Prospective cohort study; Palivizumab; Respiratory tract infections","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001488635,0.000190673,0.0003671883,0.00004037773,0.00005713971,0.00003505453,0.0003159299,0.0001916857,0.0256377],"category_scores_gemma":[0.000193817,0.00006114595,0.00007931296,0.0003658388,0.000007917819,0.00004842109,0.000125134,0.0002274283,0.0008069354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008986401,"about_ca_system_score_gemma":0.00002211287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0139847,"about_ca_topic_score_gemma":0.2126673,"domain_scores_codex":[0.9988702,0.0001330675,0.0003536335,0.0003009175,0.0001421506,0.0002000539],"domain_scores_gemma":[0.9994,0.0002015317,0.0002687742,0.00008323175,0.00001471049,0.00003175978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000009054093,0.0001450693,0.113976,0.00009289877,0.00009838781,0.00004251982,0.0004049662,0.00072061,0.0006735925,0.000001403854,0.8721713,0.01166422],"study_design_scores_gemma":[0.0001973117,0.000153656,0.8361776,0.0025542,0.00001156724,0.000002453461,0.0003118778,0.0001126817,0.000007085237,0.000003052274,0.1601821,0.0002863466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6818615,0.001104825,1.050073e-8,0.000146493,0.001083066,0.007360411,0.1887588,0.0006472835,0.1190377],"genre_scores_gemma":[0.9762042,0.000008613067,0.000001544012,0.00003772481,0.00282885,0.001595589,0.006582822,0.00003254754,0.01270816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7222016,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03115129182957016,"score_gpt":0.2614861635872385,"score_spread":0.2303348717576684,"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."}}