{"id":"W4399138216","doi":"10.1101/2024.05.28.24308052","title":"Longitudinal Influenza A Virus Screening of Retail Milk from Canadian Provinces (Rolling Updates)","year":2024,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Memorial University of Newfoundland; AIDS Vancouver; University of British Columbia; Université Laval; University of Alberta; Toronto General Hospital; University of Toronto; Dalhousie University; University of Saskatchewan; University of New Brunswick; University of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Virology; Virus; Geography; Business; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448781,0.0004985803,0.0003194261,0.00175397,0.002132812,0.0009273081,0.0009326467,0.0003788861,0.00297294],"category_scores_gemma":[0.002145173,0.0003050766,0.0002931405,0.002436503,0.0003360855,0.0001887669,0.0006971296,0.000414517,0.0007903046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01594171,"about_ca_system_score_gemma":0.0216221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9809086,"about_ca_topic_score_gemma":0.9854845,"domain_scores_codex":[0.9989241,0.00007163136,0.00004199552,0.0001539903,0.0005064321,0.0003017292],"domain_scores_gemma":[0.9975829,0.00007275025,0.0001335647,0.00008871229,0.001749295,0.0003726818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009277969,0.0002278959,0.8684571,0.0002437635,0.0001245618,0.0004732699,0.001525369,0.0006576005,0.01202456,0.0003198652,0.04995357,0.06506454],"study_design_scores_gemma":[0.0000380861,0.0001534668,0.9677472,0.0000442428,0.00004404229,0.0001502617,0.0009752102,0.0005502977,0.002901075,0.00004738197,0.02733098,0.00001773641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8841292,0.002473045,0.001638019,0.00208368,0.0001343838,0.0010289,0.0835459,0.0003814183,0.02458547],"genre_scores_gemma":[0.9398116,0.001304338,0.006159221,0.001236785,0.00004715512,0.0002733942,0.03659672,0.00007213822,0.01449853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01909137,"threshold_uncertainty_score":0.1156657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155766824315589,"score_gpt":0.3637637328495272,"score_spread":0.2481870504179683,"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."}}