{"id":"W4390597027","doi":"10.2196/preprints.44249","title":"Pediatric and Young Adult Household Transmission of the Initial Waves of SARS-CoV-2 in the United States: Administrative Claims Study (Preprint)","year":2022,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demography; Transmission (telecommunications); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Coronavirus disease 2019 (COVID-19); Index case; Index (typography); Quarter (Canadian coin); Geography; Disease; Outbreak; Virology; Telecommunications; Infectious disease (medical specialty)","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":[0.000915206,0.0001998469,0.0001932428,0.001039862,0.0002957315,0.0004679463,0.0004021023,0.0002662925,0.001552701],"category_scores_gemma":[0.002372519,0.0002419067,0.0003852891,0.001707627,0.0001468047,0.0004199388,0.0004248048,0.0003472519,0.0004114437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003889554,"about_ca_system_score_gemma":0.0006093485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02048414,"about_ca_topic_score_gemma":0.01885425,"domain_scores_codex":[0.9996068,0.00008563626,0.0000809991,0.00008139263,0.00008336254,0.00006179394],"domain_scores_gemma":[0.9984869,0.0002341304,0.0007703969,0.0001638076,0.0001926099,0.0001521999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004288031,0.00002264317,0.9978743,0.00001047883,0.00002001878,0.00004048389,0.0000505534,0.00004650265,0.0000355001,0.00001897056,0.0006167837,0.001220915],"study_design_scores_gemma":[0.000007207604,0.0000379605,0.9991108,0.00001138677,0.00001640399,0.00008482569,0.0001163244,0.0002153603,0.0000523096,0.00001059322,0.0003349703,0.00000194751],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855795,0.0001764245,0.0002185311,0.00008578259,0.00001047275,0.0000452915,0.01317953,0.00001104099,0.0006935736],"genre_scores_gemma":[0.9880662,0.0003431407,0.0003475267,0.00009711188,0.00003524456,0.00007968598,0.01069166,0.000003784427,0.0003356371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048414,"threshold_uncertainty_score":0.04072982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1729158227806454,"score_gpt":0.4481649120823729,"score_spread":0.2752490893017274,"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."}}