{"id":"W4205707930","doi":"10.2196/preprints.28714","title":"Peer Review of “The Psychological Impact of Hypertension During COVID-19 Restrictions: Retrospective Case-Control Study” (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Preprint; Coronavirus disease 2019 (COVID-19); Peer review; 2019-20 coronavirus outbreak; Control (management); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Psychology; Medicine; Clinical psychology; Political science; Computer science; Virology; Economics; Internal medicine; Disease; Law; Management","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005967233,0.0003785798,0.002178401,0.0002058671,0.0001792947,0.00001845185,0.0002603061,0.0005331493,0.001465319],"category_scores_gemma":[0.01965074,0.0002175388,0.0009890716,0.0007244415,0.00009449292,0.0000422533,0.0004105606,0.001793165,0.000003710009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00147944,"about_ca_system_score_gemma":0.004549341,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05069101,"about_ca_topic_score_gemma":0.0005656134,"domain_scores_codex":[0.993292,0.001872301,0.002000702,0.0009812376,0.001444095,0.0004096139],"domain_scores_gemma":[0.9917389,0.0003125611,0.001022507,0.002395352,0.0038236,0.0007070634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000400838,0.002974909,0.9114655,0.0589113,0.001283928,0.003271999,0.002038475,0.00007885849,0.0002449413,0.0001176831,0.01638927,0.002822351],"study_design_scores_gemma":[0.002172848,0.0009351848,0.9779609,0.008714942,0.0002806711,0.007990109,0.001416593,0.00004874187,0.000006850757,0.00003742902,0.0002546979,0.0001810657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563779,0.006451256,0.0001888724,0.02700397,0.0007176062,0.007426312,0.0001730077,0.00008325499,0.001577826],"genre_scores_gemma":[0.9925604,0.003971933,0.0001714894,0.002067578,0.0002403419,0.0001819127,0.00001756968,0.00003173909,0.0007570508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06649543,"threshold_uncertainty_score":0.9994475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1286362992057443,"score_gpt":0.4436933909542373,"score_spread":0.315057091748493,"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."}}