{"id":"W4406470533","doi":"10.1016/j.ccol.2021.12.013","title":"10.1016/j.ccol.2021.12.013","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Endothelial dysfunction; 2019-20 coronavirus outbreak; Medicine; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cardiology; Intensive care medicine; Virology; Internal medicine; Disease; Outbreak; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006423824,0.001127715,0.0005994976,0.002377839,0.001218274,0.002741183,0.001216184,0.00440169,0.9653224],"category_scores_gemma":[0.001604139,0.0005233872,0.0006521377,0.001321087,0.0008626715,0.002175347,0.001428962,0.001441233,0.9654794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001033335,"about_ca_system_score_gemma":0.001415321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00421995,"about_ca_topic_score_gemma":0.004900692,"domain_scores_codex":[0.999726,0.00002625238,0.00001889477,0.00006216751,0.00008504839,0.00008156343],"domain_scores_gemma":[0.9986436,0.0002683726,0.0000975081,0.00009782759,0.0002505153,0.0006422764],"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":[0.0001398891,0.0001620009,0.001403775,0.0002951638,0.00001244704,0.0002151143,0.0000449632,0.0001599967,0.0003656122,0.004095447,0.4913628,0.5017429],"study_design_scores_gemma":[0.00004450224,0.00004112975,0.001150376,0.0003385865,0.00001179034,0.0007146945,0.00009056474,0.0001203592,0.0001698414,0.001599993,0.9957061,0.00001202228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006267164,0.001688113,0.0007896029,0.002767734,0.0006148871,0.00007204252,0.001390839,0.0007649303,0.9912851],"genre_scores_gemma":[0.002107633,0.0007719016,0.0007012502,0.001155864,0.0002584064,0.00004868736,0.001050042,0.0001639814,0.9937424],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03467762,"threshold_uncertainty_score":0.04946333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0249559219907869,"score_gpt":0.3270524856332814,"score_spread":0.3020965636424945,"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."}}