{"id":"W4220901674","doi":"10.1007/s11739-022-02959-1","title":"Antibody therapies for treatment of non-severe COVID-19","year":2022,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Adverse effect; Discontinuation; MEDLINE; Coronavirus disease 2019 (COVID-19); Disease; Pneumonia; Intensive care medicine; Emergency medicine; Internal medicine; Pediatrics; Infectious disease (medical specialty)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001630315,0.0001108273,0.0003320427,0.0001866524,0.0002235013,0.00001491638,0.0007782458,0.00002938241,0.008282282],"category_scores_gemma":[0.001179419,0.00006262989,0.00008652539,0.0003085184,0.00009933532,0.0002003359,0.0001473757,0.00006951152,0.000003317459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004575258,"about_ca_system_score_gemma":0.00005973985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00190507,"about_ca_topic_score_gemma":0.00003743998,"domain_scores_codex":[0.9980938,0.00008122808,0.0006401543,0.0003007156,0.0007292114,0.0001549329],"domain_scores_gemma":[0.9987873,0.0004570112,0.0002777257,0.0002057443,0.0001101616,0.000162102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008507312,0.0002405064,0.4540152,0.00003909397,0.0002025696,0.00001362934,0.02923846,0.0001260278,0.00621843,0.001133588,0.4133623,0.09455948],"study_design_scores_gemma":[0.001827925,0.001743025,0.01488769,0.00001431313,0.00003274189,0.00003784847,0.01053661,0.00124692,0.00009506651,0.02262134,0.9468242,0.0001323265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9415292,0.00648934,0.01751831,0.02080413,0.004237498,0.0003906984,0.0001444299,0.00002106476,0.008865332],"genre_scores_gemma":[0.9771442,0.00089801,0.00004934183,0.000408632,0.0003568676,0.00004488618,0.00002267232,0.000006554841,0.02106879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5334619,"threshold_uncertainty_score":0.9926243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1529297729566219,"score_gpt":0.4899738348716065,"score_spread":0.3370440619149846,"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."}}