{"id":"W4364352229","doi":"10.1002/cpz1.716","title":"Mammalian Reoviruses: Propagation, Quantification, and Storage","year":2023,"lang":"en","type":"article","venue":"Current Protocols","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Research Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Reoviridae; Virology; Biology; Cell culture; Staining; Virus; Virus quantification; Genetics; Rotavirus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005899503,0.00009968963,0.000206057,0.0001426872,0.00009201682,0.00003295605,0.00008030546,0.00004241887,0.00008349243],"category_scores_gemma":[0.0006797123,0.00008217,0.00003918078,0.0002807632,0.00011985,0.0001042173,0.0000615791,0.000182923,0.0003805151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003205198,"about_ca_system_score_gemma":0.00007153632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005499202,"about_ca_topic_score_gemma":0.00000316378,"domain_scores_codex":[0.9987899,0.00012329,0.000283464,0.0002861674,0.0001875741,0.0003295849],"domain_scores_gemma":[0.9993213,0.00001607626,0.0000664453,0.0002692982,0.0001217532,0.0002051142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008852734,0.0004122702,0.5414671,0.002938686,0.00004650012,0.00008529975,0.0003139758,0.000008254929,0.02754396,0.003741342,0.2596483,0.1629091],"study_design_scores_gemma":[0.001838424,0.0007733906,0.4187796,0.0005909788,0.00001087702,0.00004903674,0.00006038383,0.0009345461,0.0009087168,0.000594427,0.5753195,0.0001401245],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6648706,0.0003708714,0.007762983,0.01669139,0.0004519643,0.3075034,0.0001168122,0.00111633,0.001115737],"genre_scores_gemma":[0.7076312,0.0001994174,0.0006577246,0.0003407069,0.0005467999,0.287524,0.0003643292,0.00005118456,0.002684639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3156713,"threshold_uncertainty_score":0.4890878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1492574949991198,"score_gpt":0.443878915357132,"score_spread":0.2946214203580122,"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."}}