{"id":"W3133985206","doi":"10.1097/mlr.0000000000001335","title":"Design Considerations for the Development and Implementation of a Medical Respite for Older Adults Experiencing Homelessness in Metro Vancouver","year":2021,"lang":"en","type":"article","venue":"Medical Care","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Providence Health Care; Simon Fraser University","funders":"","keywords":"Respite care; Nursing; Medicine; Health care; Mental health; Gerontology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00132901,0.00008985421,0.0003389423,0.00004524536,0.0004974548,0.000008500863,0.00008978638,0.0002131947,0.0007060545],"category_scores_gemma":[0.001510939,0.00006410613,0.00003515933,0.000130421,0.00004989591,0.00004599053,0.00007798658,0.0001903562,4.443643e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009808932,"about_ca_system_score_gemma":0.001966934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000459285,"about_ca_topic_score_gemma":0.4536603,"domain_scores_codex":[0.9980708,0.0002807077,0.0005681827,0.0002028528,0.0006017542,0.0002756445],"domain_scores_gemma":[0.9954501,0.003798216,0.00009976673,0.0001017483,0.0004188709,0.0001312895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004292231,0.00002922881,0.02151892,0.0007476108,0.00002335399,0.000008602042,0.8982442,0.000001147448,0.000004310742,0.001092473,0.0002423622,0.07804488],"study_design_scores_gemma":[0.002712257,0.000026675,0.01386337,0.0003611514,0.00001449693,5.103208e-8,0.9802455,0.0002350721,0.001148921,0.0001801546,0.001130307,0.00008207884],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9614563,0.001603112,0.03403429,0.001014066,0.0004649669,0.001379003,0.00001983454,0.00001374744,0.00001466406],"genre_scores_gemma":[0.9944039,0.00006288011,0.002905105,0.0003025765,0.0001374895,0.002140682,0.0000265739,0.00001348421,0.000007334567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.453201,"threshold_uncertainty_score":0.7730802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06750007367113779,"score_gpt":0.447361389417,"score_spread":0.3798613157458622,"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."}}