{"id":"W3154240123","doi":"10.1177/08465371211002815","title":"Neuroimaging Findings of Hospitalized Covid-19 Patients: A Canadian Retrospective Observational Study","year":2021,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Trillium Health Centre; University of Toronto","funders":"","keywords":"Medicine; Observational study; Coronavirus disease 2019 (COVID-19); Neuroimaging; Retrospective cohort study; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); MEDLINE; Pediatrics; Emergency medicine; Intensive care medicine; Internal medicine; Pathology; Psychiatry; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001549906,0.0002093756,0.000678762,0.0007069361,0.0002858752,0.00006090654,0.0002344798,0.0001934828,0.0003667822],"category_scores_gemma":[0.03520993,0.0002191024,0.0002309484,0.0006606767,0.00009889819,0.0002233402,0.00002342682,0.0005401112,0.000006282924],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01326657,"about_ca_system_score_gemma":0.01574289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1884177,"about_ca_topic_score_gemma":0.411059,"domain_scores_codex":[0.9971815,0.0004672566,0.0007447632,0.0003300628,0.000707843,0.0005685145],"domain_scores_gemma":[0.994753,0.00056057,0.0007814642,0.0002809316,0.001757766,0.001866245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004093985,0.0001102043,0.9733692,0.00004662691,0.0003163554,0.0005244791,0.0007329763,0.00008793019,0.00006045479,0.0001601905,0.0245008,0.000049824],"study_design_scores_gemma":[0.004319426,0.0004991295,0.9913566,0.0000580323,0.0001580884,0.0001155007,0.000192572,0.00004996363,0.00002823297,0.0004604018,0.002589009,0.0001730516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9777073,0.00009457073,0.00004825805,0.01965143,0.0005890976,0.0006340045,0.0002755997,0.0000170696,0.0009826141],"genre_scores_gemma":[0.9928802,0.00002838645,0.0003845135,0.005828311,0.0001656226,0.000005703072,0.0001584827,0.00002595757,0.0005228716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2226413,"threshold_uncertainty_score":0.9905213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02914888573723873,"score_gpt":0.3096215596788914,"score_spread":0.2804726739416527,"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."}}