{"id":"W6904397989","doi":"10.1371/journal.pdig.0000405.s009","title":"Incidence of IVA, IVB, hCoVs, HMPV and RSV in Canada and the USA in the pandemic period (starting at April 1st, 2020).","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Incidence (geometry); Period (music); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Coronavirus disease 2019 (COVID-19)","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":[0.0002321612,0.0003593479,0.0002302379,0.001696738,0.0008206809,0.0006490131,0.0007759217,0.0004894945,0.02237906],"category_scores_gemma":[0.0009045036,0.0001982337,0.0006768719,0.001942034,0.0002844401,0.0004663388,0.0004966957,0.0009963324,0.002145072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005476464,"about_ca_system_score_gemma":0.01178802,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9571946,"about_ca_topic_score_gemma":0.9749438,"domain_scores_codex":[0.9996622,0.00001186353,0.00001506954,0.00003748704,0.0001180333,0.0001555216],"domain_scores_gemma":[0.9988838,0.00003686348,0.0001469568,0.00002152123,0.0005738477,0.000337093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003119464,0.00006187853,0.3158033,0.0004988582,0.0001157391,0.0001385526,0.0002082354,0.0007868388,0.0003686023,0.001211139,0.6165882,0.06390669],"study_design_scores_gemma":[0.00003589161,0.00003644716,0.9474109,0.0004001851,0.00006377385,0.0002062176,0.0006034826,0.0005231757,0.0001826941,0.0002389405,0.05027527,0.00002305044],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.1234575,0.01082415,0.0004924409,0.005033605,0.0006676716,0.000192605,0.7801594,0.0006307028,0.07854194],"genre_scores_gemma":[0.575447,0.01403126,0.001727085,0.002608042,0.0003036126,0.0001392193,0.3602808,0.0002264406,0.04523651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04280543,"threshold_uncertainty_score":0.086115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07352599519337454,"score_gpt":0.3402304274714077,"score_spread":0.2667044322780331,"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."}}