{"id":"W4382631921","doi":"10.2105/ajph.2023.307351","title":"Ambient Temperature and Emergency Hospital Admissions in People Experiencing Homelessness: London, United Kingdom, 2011–2019","year":2023,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"Met Office; University College London; Department of Health and Social Care; National Institute for Health and Care Research; National Institute for Health Research Health Protection Research Unit","keywords":"Medicine; Confidence interval; Psychological intervention; Public health; Demography; Emergency department; Population; Prioritization; Environmental health; Emergency medicine; Gerontology; Psychiatry","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":[0.0008044373,0.0002902012,0.0004160211,0.0005936601,0.0001798295,0.0008339281,0.0004647293,0.0003691125,0.002602415],"category_scores_gemma":[0.003974574,0.0002654922,0.0007860733,0.001232186,0.0002978261,0.000763857,0.001268445,0.0007070889,0.0004572756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001581757,"about_ca_system_score_gemma":0.0008013513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.151168,"about_ca_topic_score_gemma":0.1980965,"domain_scores_codex":[0.9994125,0.000158545,0.0001654358,0.0001019186,0.00007762386,0.00008381198],"domain_scores_gemma":[0.9969112,0.0004014067,0.001917332,0.0001161038,0.0004315534,0.0002224168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001423293,0.00001360639,0.9943671,0.0001702429,0.0001878862,0.0001685528,0.0002566525,0.0007953308,0.0001086276,0.0000774334,0.001788937,0.001923263],"study_design_scores_gemma":[0.00001100013,0.00005605853,0.9974482,0.0001078813,0.00004841995,0.000150639,0.000771423,0.0006754686,0.00004975878,0.0000290375,0.0006413913,0.00001080591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811972,0.00191258,0.0004463186,0.001144831,0.00007133092,0.00002478911,0.0142887,0.00001916248,0.0008949941],"genre_scores_gemma":[0.9926262,0.0007876852,0.0001607489,0.0001642355,0.00003717533,0.00003290391,0.005551238,0.000005987996,0.0006337382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151168,"threshold_uncertainty_score":0.3005762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05456081815921585,"score_gpt":0.4044457008064807,"score_spread":0.3498848826472648,"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."}}