{"id":"W3045267602","doi":"10.3390/microorganisms8081097","title":"Evaluation of Current Therapies for COVID-19 Treatment","year":2020,"lang":"en","type":"review","venue":"Microorganisms","topic":"COVID-19 Clinical Research Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Clinical trial; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Harm; Internal medicine; Pathology; Disease; Psychology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001917557,0.000440844,0.002565036,0.0001712742,0.00009685061,0.00001585513,0.0002170285,0.0001939217,0.0003707526],"category_scores_gemma":[0.02724784,0.0002903407,0.001001577,0.0003337404,0.0001774583,0.00001899078,0.0001323314,0.0002439935,0.00008773235],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002424329,"about_ca_system_score_gemma":0.009256718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372958,"about_ca_topic_score_gemma":0.000007591059,"domain_scores_codex":[0.9967794,0.0004314487,0.0008867193,0.0006289889,0.0009585587,0.0003149293],"domain_scores_gemma":[0.9935699,0.004472508,0.0004271055,0.0005321472,0.0006312557,0.0003671554],"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":[0.00003828972,0.0003053653,0.00000401001,0.03652631,0.001244602,0.0000038982,0.0003807223,4.243786e-7,0.00007232898,0.00004370101,0.001403687,0.9599767],"study_design_scores_gemma":[0.002239601,0.001160986,0.000003564165,0.002754035,0.009431571,0.000002507205,0.00002744886,0.00001348647,0.0001065673,0.0003553866,0.9837071,0.0001977005],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000003239943,0.9900299,0.00116806,0.001832765,0.0002051413,0.006261854,0.0004158816,0.00005562064,0.00002753285],"genre_scores_gemma":[0.00004577801,0.9973997,0.0003534172,0.0002825033,0.0003743919,0.00100262,0.0003018182,0.00007458976,0.0001651192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9823034,"threshold_uncertainty_score":0.9999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4486436494543123,"score_gpt":0.5946130945889139,"score_spread":0.1459694451346015,"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."}}