{"id":"W6942177546","doi":"10.1371/journal.pone.0253451.g003","title":"Annual test positivity of overall respiratory viruses based on laboratory surveillance in Canada for every week during 2016–2020.","year":2021,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Test (biology); Respiratory system; Epidemiology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Respiratory tract infections; 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":[0.00106588,0.0006796178,0.0004030575,0.002075128,0.001862987,0.001201155,0.001787836,0.0006615865,0.02185125],"category_scores_gemma":[0.003366481,0.0004421218,0.0007742447,0.001685011,0.000478559,0.0006201584,0.001010285,0.001235349,0.003987645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02955105,"about_ca_system_score_gemma":0.07883941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9948176,"about_ca_topic_score_gemma":0.9971557,"domain_scores_codex":[0.9985636,0.00006207007,0.00007919381,0.0001210537,0.0007030178,0.0004710997],"domain_scores_gemma":[0.9925883,0.0001230541,0.000422871,0.00006546669,0.004738696,0.002061543],"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":[0.0001874718,0.00006611123,0.07261403,0.0004777623,0.00006362641,0.0000963331,0.0001553311,0.0005206334,0.0004544016,0.000993296,0.8826437,0.04172724],"study_design_scores_gemma":[0.00009678484,0.000105064,0.6816683,0.0009829146,0.0000996695,0.0002594454,0.001025439,0.002108036,0.001063861,0.000417468,0.312078,0.00009507048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.03193299,0.004720214,0.001546623,0.0096636,0.001145855,0.0007718426,0.8486587,0.00127569,0.1002844],"genre_scores_gemma":[0.3476927,0.007860703,0.009870884,0.009676514,0.0003724887,0.0007333821,0.4660666,0.0006502247,0.1570766],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02955105,"threshold_uncertainty_score":0.2144088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814445863834236,"score_gpt":0.2144100699598513,"score_spread":0.1962656113215089,"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."}}