{"id":"W7024492573","doi":"","title":"Research services at select CARL institutions during the COVID-19 pandemic","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Health services research; 2019-20 coronavirus outbreak; MEDLINE","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01682442,0.0008289717,0.001264345,0.0115432,0.02825022,0.02126295,0.004410515,0.004188661,0.1600229],"category_scores_gemma":[0.04971617,0.001222395,0.0008600336,0.02189496,0.0038923,0.004980634,0.01410569,0.001940074,0.06951756],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07472856,"about_ca_system_score_gemma":0.2329476,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8105785,"about_ca_topic_score_gemma":0.9127136,"domain_scores_codex":[0.9789248,0.004276339,0.0009067709,0.001267858,0.008720302,0.005903972],"domain_scores_gemma":[0.9003866,0.008236182,0.00536193,0.005171597,0.04694176,0.03390194],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005470312,0.00009585496,0.01253643,0.001094209,0.00004322879,0.001073843,0.01279729,0.0001448321,0.001418523,0.008451084,0.8281235,0.1336743],"study_design_scores_gemma":[0.00002670775,0.00006452767,0.01857311,0.0004768387,0.00002273189,0.0002099055,0.0205629,0.00009022106,0.001093155,0.0005296691,0.9582228,0.0001273625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06737244,0.01971772,0.002544984,0.1099314,0.005346631,0.001585456,0.0566906,0.009540272,0.7272705],"genre_scores_gemma":[0.146712,0.01874797,0.0137015,0.01920493,0.001774292,0.0009215411,0.02575799,0.004292565,0.7688872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9831756,"threshold_uncertainty_score":0.5421962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07843953156505568,"score_gpt":0.3698076393341955,"score_spread":0.2913681077691398,"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."}}