{"id":"W3184153476","doi":"10.21203/rs.3.rs-659412/v1","title":"Cross-Sectional Household Transmission Study of Cryptosporidium Shows that C. Hominis Infections are A Key Risk Factor for Spread.","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Liverpool; Public Health England; University of East Anglia; National Institute for Health Research Health Protection Research Unit; National Institute for Health and Care Research; University of Oxford; Public Health Wales","keywords":"Cryptosporidium; Transmission (telecommunications); Asymptomatic; Cryptosporidium parvum; Logistic regression; Medicine; Odds ratio; Incidence (geometry); Cross-sectional study; Quarter (Canadian coin); Odds; Index case; Environmental health; Risk factor; Demography; Disease; Geography; Internal medicine; Virology; Pathology; Biology; Feces","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":[0.0006919997,0.0002190167,0.0001780177,0.0005811404,0.0004976658,0.0004456919,0.0001487214,0.0002711487,0.003383465],"category_scores_gemma":[0.002006469,0.0002866305,0.0001880926,0.0005951375,0.0002321864,0.0003741017,0.0004238199,0.0003999328,0.000415735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002829997,"about_ca_system_score_gemma":0.000259799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008799614,"about_ca_topic_score_gemma":0.01058589,"domain_scores_codex":[0.999598,0.0001636598,0.00003179587,0.00006981672,0.00005533591,0.00008150617],"domain_scores_gemma":[0.998971,0.0002107893,0.0003319455,0.0001068389,0.0001907558,0.0001887102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005457968,0.00005938756,0.9971588,0.00001396793,0.00002633187,0.0001101596,0.000270909,0.000009311534,0.0003056478,0.00001586182,0.0001892006,0.001785869],"study_design_scores_gemma":[0.000002778306,0.0001041161,0.9991168,0.000007828761,0.000009304832,0.0002067008,0.0002737978,0.00004169611,0.00006207094,0.000007967167,0.0001654335,0.000001434141],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989943,0.0001185071,0.000136289,0.00003226735,0.00000402661,0.00001948703,0.0003143923,0.000003777639,0.000377004],"genre_scores_gemma":[0.9993304,0.00006086534,0.0001303231,0.00002033053,0.000003113244,0.00001137606,0.0001651014,9.665844e-7,0.000277601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008799614,"threshold_uncertainty_score":0.01749676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128325516447625,"score_gpt":0.4020698466112817,"score_spread":0.2892372949665192,"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."}}