{"id":"W4393439842","doi":"10.1017/ice.2024.50","title":"Predictors of SARS-CoV-2 transmission in congregate living settings: a multicenter prospective study","year":2024,"lang":"en","type":"article","venue":"Infection Control and Hospital Epidemiology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Air Canada; Toronto East General Hospital; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Odds ratio; Prospective cohort study; CLs upper limits; Transmission (telecommunications); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Confidence interval; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Ophthalmology; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.002033646,0.0001692512,0.0006340142,0.0002472185,0.0001517731,0.000005963189,0.00004323783,0.0002263436,0.00002479772],"category_scores_gemma":[0.001226665,0.0001312897,0.0001004741,0.000212177,0.00009462846,0.00014463,0.00002922871,0.0005434869,0.00001336008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008158,"about_ca_system_score_gemma":0.00007155947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003385154,"about_ca_topic_score_gemma":0.0004496629,"domain_scores_codex":[0.9971319,0.001212194,0.0008190996,0.0003960335,0.00006965243,0.0003710831],"domain_scores_gemma":[0.996199,0.003345967,0.0001879433,0.0001117908,0.000102496,0.00005276394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001311764,0.0002175814,0.9773527,0.0002304339,0.0001233176,0.000006691057,0.01375145,0.000008910282,0.0005126906,0.0001777948,0.001257108,0.006230097],"study_design_scores_gemma":[0.001920072,0.001267497,0.987513,0.0006244917,0.0001145237,0.000002293695,0.001872546,0.002587379,0.00002267673,0.0005329981,0.003401308,0.0001412275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900247,0.001907275,0.001472294,0.001990522,0.002441968,0.001622266,0.00001281267,0.0001325254,0.000395648],"genre_scores_gemma":[0.9990173,0.0001809748,0.00003737925,0.0002305234,0.0002422279,0.000199064,0.000002768433,0.00001743128,0.00007235771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0118789,"threshold_uncertainty_score":0.5353837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02762992417454155,"score_gpt":0.3854682080490263,"score_spread":0.3578382838744847,"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."}}