{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005920248,0.0003031198,0.0004747695,0.0007030474,0.001566041,0.00005251853,0.0003060928,0.0003081748,0.00004390438],"category_scores_gemma":[0.0008166857,0.000351259,0.0001023163,0.00174326,0.00007104686,0.0001539251,0.00004697116,0.0009142965,0.0002994351],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004630675,"about_ca_system_score_gemma":0.02043652,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931389,"about_ca_topic_score_gemma":0.9978421,"domain_scores_codex":[0.9960668,0.000517385,0.0005099631,0.000617004,0.0002209081,0.002067957],"domain_scores_gemma":[0.9954934,0.0006498651,0.0001821113,0.0005769247,0.0001929358,0.002904799],"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":[0.00002497201,0.00006926426,0.391838,0.0004418708,0.0001056209,0.002015601,0.008687321,0.000148131,0.0005285129,0.004657111,0.4460854,0.1453982],"study_design_scores_gemma":[0.001155563,0.00005376688,0.4597321,0.0002271424,0.00005647919,0.000002199696,0.02497603,0.0001116227,0.00000838773,0.003434686,0.5096804,0.0005616138],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302737,0.001908716,0.00002763842,0.01342312,0.003057171,0.001054147,0.001272541,0.0001989511,0.148784],"genre_scores_gemma":[0.8807527,0.00004140584,0.0004951534,0.1163546,0.0008920406,0.0001034626,0.0004646315,0.00008181723,0.000814167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1479698,"threshold_uncertainty_score":0.999894,"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."}}