{"id":"W2898977144","doi":"10.1186/s12879-018-3425-x","title":"Fomite-mediated transmission as a sufficient pathway: a comparative analysis across three viral pathogens","year":2018,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Institute of General Medical Sciences; National Institutes of Health","keywords":"Medical microbiology; Parasitology; Transmission (telecommunications); Virology; Biology; Microbiology; Zoology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0001725107,0.0002624598,0.0005312446,0.0003025866,0.0004789914,0.00007120532,0.0000564119,0.0001246129,0.0007762291],"category_scores_gemma":[0.0001577917,0.0002156538,0.0006008591,0.001066946,0.0001843383,0.0001362132,0.00002877837,0.0001361207,0.0004090957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135223,"about_ca_system_score_gemma":0.0002253655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001821823,"about_ca_topic_score_gemma":0.000889971,"domain_scores_codex":[0.9982604,0.0001180488,0.0003916236,0.0004464614,0.0003760747,0.0004073635],"domain_scores_gemma":[0.9985738,0.0001468511,0.0001693646,0.0003155718,0.0004644067,0.0003300352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001369148,0.001523309,0.9879069,0.00006198327,0.0008101669,0.00002566518,0.001387824,0.0004892848,0.003067785,0.0003036272,0.000166369,0.002887983],"study_design_scores_gemma":[0.003970191,0.001422233,0.9395114,0.00004635324,0.001827192,0.00003066241,0.0001761408,0.04871333,0.001013526,0.0001838969,0.002811448,0.0002935941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9126119,0.0001906772,0.0830363,0.00003314793,0.0002437946,0.0006238208,0.000155076,0.0003635168,0.002741751],"genre_scores_gemma":[0.9985249,0.00000778145,0.00005853815,0.000293412,0.0004533913,0.00009051671,0.0003359007,0.00001860217,0.0002169354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.085913,"threshold_uncertainty_score":0.8794107,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02042975263211422,"score_gpt":0.3120471224250337,"score_spread":0.2916173697929195,"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."}}