{"id":"W4293236011","doi":"10.1136/bmjopen-2022-063234","title":"<i>Ku-gaa-gii pimitizi-win</i> , the COVID-19 cohort study of people experiencing homelessness in Toronto, Canada: a study protocol","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Institute for Clinical Evaluative Sciences; Centre Hospitalier de l’Université de Montréal; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; University of Toronto; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Vaccination; Transmission (telecommunications); Cohort; Public health; Cohort study; Psychological intervention; Incidence (geometry); Demography; Environmental health; Epidemiology; Family medicine; Gerontology; Immunology; Psychiatry; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01652863,0.002942722,0.002679454,0.002492829,0.005422202,0.003530772,0.004725249,0.002408563,0.05265481],"category_scores_gemma":[0.01284475,0.002555363,0.001976518,0.003927356,0.001937848,0.001388346,0.002010464,0.002078292,0.01279585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02874434,"about_ca_system_score_gemma":0.084027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5444964,"about_ca_topic_score_gemma":0.6795174,"domain_scores_codex":[0.9935377,0.002676436,0.001028543,0.001029819,0.0007993667,0.0009281287],"domain_scores_gemma":[0.9904031,0.0009394611,0.001452216,0.001007338,0.004032913,0.002165116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05928669,0.00553371,0.05642383,0.02258696,0.001049384,0.001712258,0.004849118,0.004214272,0.003969553,0.009383244,0.7393445,0.09164654],"study_design_scores_gemma":[0.07079826,0.009019369,0.3399576,0.01543249,0.0008794906,0.0005113328,0.004040363,0.005275286,0.002024284,0.003589807,0.5478874,0.0005843493],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.005339176,0.0004192211,0.002650206,0.0005665538,0.0002513208,0.9292161,0.05639125,0.0001813458,0.004984801],"genre_scores_gemma":[0.007515531,0.0004815581,0.004142224,0.0006398881,0.00007864369,0.9711312,0.01350928,0.00002822441,0.00247337],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.4555036,"threshold_uncertainty_score":0.9163724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.118559944762925,"score_gpt":0.5150350629793621,"score_spread":0.3964751182164371,"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."}}