{"id":"W4220921192","doi":"10.18192/uojm.v11i2.5957","title":"Pandemic-prone: how has COVID-19 affected the homeless population?","year":2022,"lang":"en","type":"article","venue":"University of Ottawa Journal of Medicine","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transmission (telecommunications); 2019-20 coronavirus outbreak; Population; Environmental health; Medicine; Disease; Virology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001859175,0.0001701368,0.0003379615,0.0008085473,0.002719691,0.002573443,0.0006735463,0.001139868,0.003918228],"category_scores_gemma":[0.006646689,0.0001648356,0.0004421966,0.001011211,0.002038178,0.002334595,0.00202859,0.002129421,0.000372838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004923538,"about_ca_system_score_gemma":0.007312654,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1983614,"about_ca_topic_score_gemma":0.3147438,"domain_scores_codex":[0.9991428,0.0002912826,0.00004656275,0.0000879971,0.0001297693,0.000301523],"domain_scores_gemma":[0.9981828,0.0002776024,0.0003764168,0.00005665991,0.0004555933,0.0006508658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002194167,0.0003661722,0.6873916,0.001082119,0.0001730879,0.001505696,0.07383378,0.0001886465,0.0003443642,0.007170742,0.05024517,0.1774793],"study_design_scores_gemma":[0.00002374575,0.0003342085,0.6804587,0.003262973,0.0001740375,0.001534626,0.2129864,0.0002615833,0.000249451,0.002549157,0.09807117,0.00009391923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7681198,0.02883103,0.0003572287,0.1682637,0.0023985,0.00008909442,0.001750661,0.00003450965,0.03015552],"genre_scores_gemma":[0.9670906,0.0166897,0.0002012835,0.01221663,0.0005462365,0.00002780645,0.0003632162,0.00001337998,0.00285098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8016386,"threshold_uncertainty_score":0.3944137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07472241712984165,"score_gpt":0.366034478187272,"score_spread":0.2913120610574303,"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."}}