{"id":"W4294883997","doi":"10.1371/journal.ppat.1010741","title":"After the virus has cleared—Can preclinical models be employed for Long COVID research?","year":2022,"lang":"en","type":"review","venue":"PLoS Pathogens","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Saskatchewan","funders":"Canadian Institutes of Health Research; Innovation Saskatchewan; University of Saskatchewan","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Disease; myalgia; Palpitations; Intensive care medicine; Coronavirus; Clearance; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Immunology; Virology; Infectious disease (medical specialty); Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005802287,0.001498402,0.002075521,0.0008980784,0.0005629132,0.003277936,0.001933984,0.002645753,0.004929759],"category_scores_gemma":[0.003719656,0.0004788862,0.001171658,0.0004640553,0.001645553,0.004649067,0.001219408,0.007270197,0.002733775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079357,"about_ca_system_score_gemma":0.001935697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008431958,"about_ca_topic_score_gemma":0.001387239,"domain_scores_codex":[0.9985273,0.0006143899,0.0001239,0.0001627051,0.0003161065,0.0002554648],"domain_scores_gemma":[0.9969633,0.0006897291,0.0005058291,0.0005776535,0.0006364899,0.0006268763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005174334,0.003803598,0.004874729,0.01215838,0.000558302,0.001226009,0.00058787,0.001529291,0.6328087,0.0544766,0.07397849,0.2088237],"study_design_scores_gemma":[0.001043931,0.03674669,0.009646986,0.005268545,0.001082584,0.003901124,0.001100298,0.002838915,0.1794658,0.04347232,0.7151582,0.0002746395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1461675,0.5435762,0.1429938,0.0733275,0.02592871,0.00317044,0.0126418,0.003031204,0.04916288],"genre_scores_gemma":[0.3069482,0.5245038,0.09978855,0.0214743,0.005339733,0.004501022,0.01568188,0.000656799,0.02110565],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005802287,"threshold_uncertainty_score":0.03068578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4133441797497128,"score_gpt":0.4739803173502313,"score_spread":0.0606361376005185,"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."}}