{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003868946,0.0008448743,0.003076331,0.0002746617,0.002302902,0.0001205352,0.001474222,0.0005053558,0.00005602787],"category_scores_gemma":[0.0009104545,0.0005509302,0.0002292908,0.001334635,0.0001519784,0.0001468951,0.0006816103,0.001588994,0.00001107453],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01015028,"about_ca_system_score_gemma":0.01536356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1112385,"about_ca_topic_score_gemma":0.5373815,"domain_scores_codex":[0.9921712,0.001979296,0.001718668,0.001132744,0.0006982592,0.002299791],"domain_scores_gemma":[0.9936231,0.003447882,0.0009801545,0.00103921,0.000216707,0.000692897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005461946,0.00006991489,0.02048411,0.04290404,0.0001977599,0.00006955767,0.06541818,0.000287849,0.000005162216,0.0001247374,0.00003416073,0.8703499],"study_design_scores_gemma":[0.001575982,0.000044723,0.001406525,0.03555754,0.0001177537,0.000001457338,0.5857052,0.0001024174,0.000001047177,0.000377534,0.3736386,0.001471181],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5390903,0.4556524,0.00003326932,0.0001270261,0.0004697592,0.004163561,0.0003460705,0.00006168365,0.00005589678],"genre_scores_gemma":[0.3013166,0.6842572,0.00001394154,0.002701675,0.0003169697,0.01116416,0.00008262467,0.0001037197,0.0000430909],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8688787,"threshold_uncertainty_score":0.9996942,"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."}}