{"id":"W3197135356","doi":"10.1051/e3sconf/202129203092","title":"COVID-19: pathogenic mechanism, detection, and treatment","year":2021,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Hydroxychloroquine; Coronavirus disease 2019 (COVID-19); Chloroquine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Lopinavir; Mechanism (biology); Pneumonia; Coronavirus; Medicine; 2019-20 coronavirus outbreak; Virology; Adverse effect; Betacoronavirus; Intensive care medicine; Outbreak; Immunology; Pharmacology; Internal medicine; Disease","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":[0.004040109,0.0005783359,0.0008804485,0.004771197,0.0007035271,0.00209774,0.0008483172,0.001213799,0.01901098],"category_scores_gemma":[0.007653783,0.000259909,0.0009079821,0.003750473,0.0003892603,0.001597324,0.001197646,0.001378331,0.01030481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001521582,"about_ca_system_score_gemma":0.003611287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192496,"about_ca_topic_score_gemma":0.004123215,"domain_scores_codex":[0.9979949,0.0005083614,0.0004389458,0.0001497011,0.0006818294,0.0002262155],"domain_scores_gemma":[0.9971417,0.0004394965,0.0005344472,0.0001134756,0.001321509,0.0004493948],"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":[0.0004639854,0.0002820191,0.0279665,0.007150995,0.00008444888,0.0005081768,0.0001793038,0.00008630918,0.001599144,0.001908836,0.4003651,0.5594052],"study_design_scores_gemma":[0.0002057602,0.0003639824,0.05093881,0.009890022,0.0002557208,0.00293336,0.0006273002,0.0003171556,0.00181864,0.002250193,0.9303274,0.00007178583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02362719,0.7026023,0.003984673,0.0685972,0.006995654,0.002577155,0.03038829,0.0009661338,0.1602614],"genre_scores_gemma":[0.1619451,0.7033283,0.01652957,0.02420614,0.01011955,0.002189851,0.04438488,0.0002756037,0.03702106],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01901098,"threshold_uncertainty_score":0.0635981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08288475691454664,"score_gpt":0.4083286163778095,"score_spread":0.3254438594632629,"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."}}