{"id":"W4384819620","doi":"10.1186/s12889-023-16314-2","title":"Homelessness in the district of Nipissing of Ontario, Canada before, at the onset and during the COVID-19 pandemic: a trend analysis (2018–2021)","year":2023,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nipissing University; Canadore College","funders":"","keywords":"Medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Biostatistics; Public health; Epidemiology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Environmental health; Virology; Demography; Outbreak; Infectious disease (medical specialty); Nursing; Pathology; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006421332,0.0003721581,0.0004283548,0.002441994,0.002459353,0.001201284,0.001589153,0.0004095585,0.001740258],"category_scores_gemma":[0.00169823,0.0003821662,0.0006775868,0.006871291,0.0007212181,0.0006678498,0.001105443,0.0007885428,0.0003284725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02888918,"about_ca_system_score_gemma":0.04050219,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9946371,"about_ca_topic_score_gemma":0.9976172,"domain_scores_codex":[0.9991814,0.00003398551,0.0000536553,0.0001129731,0.0002981506,0.0003198649],"domain_scores_gemma":[0.9972081,0.00009443733,0.0006085006,0.00006594248,0.001462958,0.0005600285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006175835,0.00002637373,0.9918059,0.00006882122,0.00003732019,0.00006404782,0.001808722,0.00006729504,0.0001273543,0.00006313476,0.002076577,0.003792613],"study_design_scores_gemma":[0.000003555034,0.0000156387,0.9959151,0.00002315301,0.00001081965,0.00002473771,0.002938417,0.0001199094,0.00002476235,0.00000691093,0.0009117505,0.000005234414],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731055,0.0005157446,0.0001645491,0.0004640222,0.00001870578,0.0001233849,0.02271987,0.0000256699,0.002862589],"genre_scores_gemma":[0.9845021,0.0008072099,0.0003762156,0.0001296277,0.00001242751,0.0001148681,0.01151931,0.00001066264,0.002527559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02888918,"threshold_uncertainty_score":0.2096066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09982830283932498,"score_gpt":0.3975532299663336,"score_spread":0.2977249271270087,"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."}}