{"id":"W4292342045","doi":"10.1016/j.conctc.2022.100973","title":"The impact of COVID-19 restrictions on participant enrollment in the PREPARE trial","year":2022,"lang":"en","type":"article","venue":"Contemporary Clinical Trials Communications","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"Canadian Institutes of Health Research; Patient-Centered Outcomes Research Institute","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus Infections; Pandemic; Betacoronavirus; Medicine; MEDLINE; Clinical trial; Virology; Internal medicine; Biology; Infectious disease (medical specialty); Outbreak","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"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.04017092,0.0001805739,0.001026463,0.0001728377,0.001271644,0.00004073175,0.001345086,0.0001078949,0.0001093128],"category_scores_gemma":[0.07669924,0.00009825455,0.0009651649,0.0008358979,0.0004234563,0.00005789419,0.0004609246,0.001185167,0.000007362018],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432771,"about_ca_system_score_gemma":0.007618647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002915077,"about_ca_topic_score_gemma":0.0004183594,"domain_scores_codex":[0.9731438,0.02185285,0.003708903,0.0003280121,0.00062877,0.0003377211],"domain_scores_gemma":[0.8536848,0.1365369,0.002057447,0.006822613,0.0002024468,0.0006957608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3187411,0.02441925,0.1030871,0.0001313742,0.001826771,0.00007876367,0.01295009,0.001518087,0.00009311406,0.02274198,0.4956214,0.01879096],"study_design_scores_gemma":[0.1173734,0.02137923,0.1061009,0.00012772,0.0003973447,0.00002409032,0.008857312,0.001206714,0.00000498248,0.006211884,0.7379915,0.0003249311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4527176,0.008682601,0.00007352939,0.5126814,0.001026236,0.01588564,0.0006141773,0.0001456035,0.008173254],"genre_scores_gemma":[0.9901192,0.001911404,0.0000318719,0.005938141,0.0002257465,0.001489194,0.0001186764,0.00001691582,0.0001488455],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5374016,"threshold_uncertainty_score":0.9980072,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8481293421814647,"score_gpt":0.6653802289187432,"score_spread":0.1827491132627216,"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."}}