{"id":"W3199592751","doi":"10.1177/10778012211034202","title":"Preventing Gender-Based Homelessness in Canada During the COVID-19 Pandemic and Beyond: The Need to Account for Violence Against Women","year":2021,"lang":"en","type":"review","venue":"Violence Against Women","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Domestic violence; Pandemic; Legislature; Government (linguistics); Context (archaeology); General partnership; Coronavirus disease 2019 (COVID-19); Economic growth; Political science; Poison control; Criminology; Suicide prevention; Medicine; Environmental health; Sociology; Geography; Disease; Economics; Infectious disease (medical specialty)","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":[0.001724527,0.0007507281,0.00140397,0.003913357,0.001512938,0.002664262,0.001296514,0.001523358,0.003852252],"category_scores_gemma":[0.003435401,0.0002581767,0.001145465,0.005043719,0.001104098,0.0009422814,0.0009969301,0.001699601,0.0004400663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01195941,"about_ca_system_score_gemma":0.06613559,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6822906,"about_ca_topic_score_gemma":0.8505523,"domain_scores_codex":[0.9993966,0.0001163559,0.00006503046,0.00004633914,0.0002716908,0.0001040563],"domain_scores_gemma":[0.9983031,0.000576392,0.0001402446,0.00002393965,0.0007849262,0.0001714757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006504243,0.00007706806,0.001340627,0.09721877,0.0004053376,0.0001933707,0.001032831,0.0003719835,0.0002414134,0.008877698,0.04436036,0.8458155],"study_design_scores_gemma":[0.00002867266,0.00006416185,0.008295491,0.1109983,0.0008912865,0.0004139686,0.001357372,0.0001326973,0.0001854302,0.001879238,0.8757025,0.0000508647],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001610641,0.9973006,0.00003169751,0.001112308,0.0001118732,0.00001318305,0.0000546672,0.00000299578,0.001211648],"genre_scores_gemma":[0.001982301,0.9970072,0.0001347889,0.0004955953,0.00003587216,0.00001122812,0.00003866606,0.000001484577,0.0002929349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3177094,"threshold_uncertainty_score":0.639161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0760426160569352,"score_gpt":0.3951529265656519,"score_spread":0.3191103105087167,"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."}}