{"id":"W3161030927","doi":"","title":"A forgotten high-risk setting: COVID-19 testing in Canadian group homes","year":2021,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Group (periodic table); Computer science; Medicine; Data science; World Wide Web; Virology; Pathology; Chemistry; Outbreak","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001817099,0.0005083646,0.0005400687,0.00134435,0.006905332,0.002458715,0.002809549,0.002201793,0.005275058],"category_scores_gemma":[0.008130851,0.0005417164,0.0005008462,0.003213891,0.001878478,0.001278538,0.001744471,0.003550042,0.0002719212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03649501,"about_ca_system_score_gemma":0.07997454,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9792593,"about_ca_topic_score_gemma":0.9920076,"domain_scores_codex":[0.9941512,0.0004734184,0.0002442841,0.0003834674,0.001945545,0.002802232],"domain_scores_gemma":[0.9936846,0.0004677975,0.0008906212,0.0001274791,0.002509723,0.002319653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027082,0.000213215,0.9584745,0.0001002226,0.00003055362,0.004473935,0.00483536,0.0001305741,0.0002480409,0.001090102,0.01433132,0.01596961],"study_design_scores_gemma":[0.00002527065,0.0001393203,0.935169,0.0009973354,0.0001160396,0.005156486,0.04771454,0.0007374468,0.0002616273,0.0009798938,0.008603726,0.00009932895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9412115,0.00430367,0.0006478516,0.02272407,0.0004129428,0.0001989102,0.001322522,0.00004279076,0.02913577],"genre_scores_gemma":[0.9920239,0.00130054,0.0007467443,0.003733786,0.00008518674,0.00001580907,0.0002876937,0.00002531665,0.001781131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03649501,"threshold_uncertainty_score":0.2647911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03891988719495192,"score_gpt":0.3249543120072297,"score_spread":0.2860344248122778,"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."}}