{"id":"W3015438945","doi":"10.1161/circulationaha.120.047549","title":"The Science Underlying COVID-19","year":2020,"lang":"en","type":"article","venue":"Circulation","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":835,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Immunology; Coronavirus; Immune system; Internal medicine; Disease; Infectious disease (medical specialty); Coronavirus disease 2019 (COVID-19)","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":[0.002084362,0.0006863716,0.0008551987,0.0007951129,0.001234696,0.003913357,0.001119122,0.003702042,0.007598991],"category_scores_gemma":[0.003252556,0.0003842144,0.0007996663,0.0005138828,0.003169148,0.004025383,0.002678499,0.00764063,0.004787568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616979,"about_ca_system_score_gemma":0.00272771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001629513,"about_ca_topic_score_gemma":0.00122741,"domain_scores_codex":[0.9988388,0.0001793938,0.00008707723,0.0002892408,0.0003224696,0.0002830449],"domain_scores_gemma":[0.9985795,0.0002625555,0.0001717946,0.0001412182,0.0005167966,0.0003281887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001240324,0.0004151359,0.01110033,0.005094486,0.000284718,0.004229951,0.001392735,0.0008080859,0.04861413,0.2644561,0.3317781,0.3305859],"study_design_scores_gemma":[0.00005553363,0.0002610181,0.003877633,0.001122068,0.00005943413,0.002416587,0.0007004768,0.000399132,0.004849098,0.04909895,0.9370924,0.00006774255],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02356279,0.6344582,0.01100757,0.2173564,0.04720759,0.0001922047,0.002533242,0.0005631496,0.06311873],"genre_scores_gemma":[0.2168075,0.5864673,0.005573505,0.1084979,0.03576397,0.0003349094,0.002500638,0.0002059303,0.04384835],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007598991,"threshold_uncertainty_score":0.0254212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.301831150559931,"score_gpt":0.5067773552292947,"score_spread":0.2049462046693636,"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."}}