{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00436009,0.0008146644,0.002896208,0.0005182148,0.0007822827,0.0002044819,0.001156222,0.00070414,0.001076936],"category_scores_gemma":[0.01031581,0.0005447331,0.001959602,0.0007413957,0.0006589241,0.000113332,0.001063852,0.00274767,0.0001327429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009598568,"about_ca_system_score_gemma":0.003638233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004605808,"about_ca_topic_score_gemma":0.0001104563,"domain_scores_codex":[0.9913251,0.002468542,0.001337802,0.001515879,0.002050303,0.001302392],"domain_scores_gemma":[0.9799955,0.01574627,0.000409821,0.002689508,0.0003100733,0.0008487657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004077798,0.003034157,0.0003247837,0.1680662,0.004818207,0.005299535,0.002884864,0.00003435801,0.00003305038,0.0003864436,0.04620426,0.7648363],"study_design_scores_gemma":[0.001090409,0.001313342,0.0000267928,0.005740122,0.003900673,0.00016245,0.00003199008,0.0001721893,0.000003640209,0.0005231391,0.9864757,0.0005595426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002733406,0.9758437,0.0002401416,0.004851751,0.0004149213,0.01466966,0.003061807,0.000290064,0.0003546629],"genre_scores_gemma":[0.0002692857,0.9792973,0.0007347114,0.003499834,0.001368887,0.01182219,0.001095968,0.0004893954,0.001422402],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9402714,"threshold_uncertainty_score":0.9998362,"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."}}