{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001189137,0.0004662606,0.0002707692,0.0003360345,0.0005258442,0.0006436743,0.0004669716,0.0003985201,0.000824662],"category_scores_gemma":[0.002075199,0.0003369181,0.0004314867,0.0004562013,0.0002631194,0.0004928762,0.0005796855,0.000609686,0.0001852512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002536159,"about_ca_system_score_gemma":0.0003731526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0083673,"about_ca_topic_score_gemma":0.009501842,"domain_scores_codex":[0.9995073,0.0002014546,0.00004003727,0.0001259228,0.00004599191,0.00007932771],"domain_scores_gemma":[0.9985271,0.0001410826,0.0006504129,0.0001614404,0.0001664133,0.0003536222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005458536,0.00004293117,0.999421,0.000002914943,0.00003934457,0.00003311998,0.00005289773,0.00001516797,0.0000753421,0.000003910149,0.00005056821,0.0002082918],"study_design_scores_gemma":[0.000008919506,0.0001713589,0.9991639,0.000005264085,0.00002538836,0.0001337416,0.0002396097,0.0001328202,0.00002755859,0.000004900858,0.00008386077,0.000002739157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999574,0.00004828587,0.00003576317,0.00002503297,0.000002646911,0.00000929268,0.0002237459,0.000001334254,0.00008000977],"genre_scores_gemma":[0.9993625,0.00004442639,0.0001006272,0.00002859742,0.000006330215,0.00001873391,0.0003851651,0.000001458476,0.00005219938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0083673,"threshold_uncertainty_score":0.01663721,"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."}}