{"id":"W3193120486","doi":"10.1177/08445621211032136","title":"Towards Equitable Health Care Access: Community Participatory Research Exploring Unmet Health Care Needs of Homeless Individuals","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Nursing Research","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Thompson Rivers University","funders":"Thompson Rivers University","keywords":"Health care; Outreach; Health equity; Community-based participatory research; Participatory action research; Nursing; Socioeconomic status; Medicine; Social determinants of health; Needs assessment; Public health; Environmental health; Population; Sociology; Economic growth","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02208432,0.0002172284,0.001397756,0.00241165,0.007816942,0.0002128794,0.001470136,0.0002927125,0.0002737178],"category_scores_gemma":[0.002374193,0.0002218358,0.0001646955,0.003638139,0.000867486,0.0006106761,0.0003255994,0.006597722,0.00001420311],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.009428436,"about_ca_system_score_gemma":0.06800623,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1626782,"about_ca_topic_score_gemma":0.2885557,"domain_scores_codex":[0.974008,0.01902479,0.001483419,0.0002244637,0.001999905,0.003259409],"domain_scores_gemma":[0.9861467,0.001720937,0.0005217473,0.0007876861,0.008022423,0.002800464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003688713,0.0001039461,0.04780629,0.001858026,0.0000490103,0.00005892086,0.8503536,0.00001700642,0.00001920669,0.002097495,0.004657085,0.09294251],"study_design_scores_gemma":[0.0006846388,0.0006044898,0.03375217,0.00784055,0.00001062231,0.000002512683,0.9503579,0.00000101351,0.0003039664,0.001235492,0.005051996,0.0001546469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9369553,0.04945722,0.00002228868,0.006841591,0.001181417,0.000589616,0.000215931,0.00001382747,0.004722829],"genre_scores_gemma":[0.9974828,0.001272679,0.0001499575,0.0001569881,0.0006644733,0.00006076717,0.0000485832,0.000073,0.00009069891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258775,"threshold_uncertainty_score":0.9956941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7327205600955171,"score_gpt":0.6279880797529345,"score_spread":0.1047324803425826,"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."}}