{"id":"W3037967962","doi":"10.1186/s40249-020-00688-1","title":"A close look at the biology of SARS-CoV-2, and the potential influence of weather conditions and seasons on COVID-19 case spread","year":2020,"lang":"en","type":"article","venue":"Infectious Diseases of Poverty","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pandemic; Outbreak; Herd immunity; Coronavirus; Preparedness; Coronavirus disease 2019 (COVID-19); Human metapneumovirus; Virology; Environmental health; Medicine; Vaccination; Disease; Respiratory tract infections; Infectious disease (medical specialty); Respiratory system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001506421,0.0002840531,0.0005042215,0.0006773979,0.0007126096,0.00137058,0.0004215842,0.001132031,0.00244371],"category_scores_gemma":[0.00255353,0.0002181285,0.0005237158,0.0004401781,0.0005554042,0.002875867,0.0005001092,0.001800071,0.0005645673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004624488,"about_ca_system_score_gemma":0.0003890393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726564,"about_ca_topic_score_gemma":0.003609585,"domain_scores_codex":[0.9995576,0.0001887168,0.00005625873,0.0000699686,0.0000822925,0.00004518982],"domain_scores_gemma":[0.9983187,0.0006231891,0.0003357329,0.0000823175,0.0003621115,0.0002779294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001302724,0.0003320771,0.6276322,0.002147587,0.0004498033,0.01393665,0.005305559,0.001777053,0.0264325,0.005789707,0.05964969,0.2552445],"study_design_scores_gemma":[0.00003427086,0.0009909422,0.8152215,0.0009551969,0.0001887981,0.02103083,0.008849997,0.001988885,0.002080362,0.01110544,0.1374401,0.0001137363],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5508537,0.3073375,0.009435644,0.09581197,0.007206732,0.0001821118,0.001176067,0.0001760903,0.0278203],"genre_scores_gemma":[0.8606145,0.09017326,0.006092491,0.01792428,0.01284953,0.00009258447,0.0006415565,0.00009192471,0.01151985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00244371,"threshold_uncertainty_score":0.008175015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804536627809073,"score_gpt":0.3204063730013923,"score_spread":0.3023610067233016,"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."}}