{"id":"W3117971808","doi":"10.20452/pamw.15875","title":"Quality and methodology of clinical practice guidelines on antiviral pharmacotherapy for COVID-19 during the early phase of the pandemic","year":2021,"lang":"en","type":"article","venue":"Polskie Archiwum Medycyny Wewnętrznej","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Pharmacotherapy; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Quality (philosophy); Phase (matter); Intensive care medicine; Internal medicine; Chemistry; Infectious disease (medical specialty); 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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3451805,0.0010883,0.003144493,0.01899877,0.001897261,0.01192498,0.004601929,0.003061002,0.003088435],"category_scores_gemma":[0.7170874,0.001314659,0.003435595,0.01522604,0.00412742,0.005033269,0.005684346,0.003272468,0.0008728336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009821941,"about_ca_system_score_gemma":0.05247878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00937649,"about_ca_topic_score_gemma":0.008171109,"domain_scores_codex":[0.4191132,0.3157573,0.1673012,0.01126121,0.08386338,0.002703669],"domain_scores_gemma":[0.1415477,0.4992327,0.1522551,0.04109134,0.1613399,0.004533332],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0007940008,0.0002688321,0.09515475,0.1347221,0.004033805,0.0004645756,0.01375195,0.003537633,0.001572352,0.01891877,0.04219864,0.6845826],"study_design_scores_gemma":[0.001182505,0.001700211,0.1397053,0.4438081,0.007376449,0.002438763,0.01096995,0.008215746,0.006436059,0.05017735,0.3270643,0.0009255078],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1035735,0.4177225,0.2201984,0.123211,0.008684512,0.040374,0.02064785,0.001236562,0.06435166],"genre_scores_gemma":[0.5381314,0.08737019,0.3340559,0.009141743,0.002127803,0.01847336,0.008835834,0.0003274746,0.001536251],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6548195,"threshold_uncertainty_score":0.807509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8414433723848904,"score_gpt":0.7324193002865219,"score_spread":0.1090240720983685,"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."}}