{"id":"W4399755359","doi":"10.3389/fmed.2024.1343646","title":"Changes in primary care visits for respiratory illness during the COVID-19 pandemic: a multinational study by the International Consortium of Primary Care Big Data Researchers (INTRePID)","year":2024,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Respiratory viral infections research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; North York General Hospital; University of Toronto","funders":"Norwegian Institute of Public Health; University of Toronto; Trond Mohn stiftelse","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Primary care; Multinational corporation; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Family medicine; Virology; Political science; Internal medicine; Disease; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004229831,0.0002197155,0.0005313265,0.0009404261,0.0002110344,0.00003948368,0.0009939088,0.0001291857,0.00004895394],"category_scores_gemma":[0.003201067,0.0001334143,0.00005487047,0.0009979632,0.000728803,0.0001624778,0.0005252873,0.0008900551,0.000001636416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917391,"about_ca_system_score_gemma":0.001247397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005084212,"about_ca_topic_score_gemma":0.00160112,"domain_scores_codex":[0.9963371,0.000578542,0.000654774,0.0006835969,0.001349202,0.0003967888],"domain_scores_gemma":[0.9973815,0.001002114,0.0001161463,0.0009283114,0.000413192,0.0001587039],"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":[0.00152918,0.0002246124,0.8210174,0.003196233,0.0003193943,0.0001422446,0.01577477,0.00005574744,0.006959568,0.00001512966,0.0462438,0.104522],"study_design_scores_gemma":[0.01474042,0.001508491,0.3162502,0.001435064,0.0001967201,0.00005811532,0.09759384,0.001262056,0.0008486591,0.00004233095,0.5656715,0.0003926182],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9252991,0.04961778,0.001911969,0.01098191,0.002806927,0.006792869,0.0007883334,0.000120034,0.001681056],"genre_scores_gemma":[0.9918793,0.0006286759,0.00023503,0.002930025,0.001141144,0.0009924795,0.001071721,0.00007000818,0.001051659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5194277,"threshold_uncertainty_score":0.5440479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1853071674580464,"score_gpt":0.4293239598361221,"score_spread":0.2440167923780757,"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."}}