{"id":"W4377081031","doi":"10.1079/searchrxiv.2023.00213","title":"Initiatives to improve service coverage, financial protection, and financial sustainability in the long-term care (CINAHL).","year":2023,"lang":"en","type":"article","venue":"","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Business; Finance; Service (business); Population; Financial services; Marketing; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.01264566,0.0009934485,0.00305347,0.020268,0.0009608338,0.00505834,0.001869807,0.002491606,0.02702639],"category_scores_gemma":[0.1050481,0.0007887115,0.001964584,0.03241731,0.0008078218,0.004746195,0.004109703,0.001881539,0.001969967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009429339,"about_ca_system_score_gemma":0.04550448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03699547,"about_ca_topic_score_gemma":0.06643046,"domain_scores_codex":[0.9910718,0.002131608,0.003428614,0.0002780324,0.002607191,0.0004828105],"domain_scores_gemma":[0.958311,0.02298496,0.00792418,0.0005764186,0.008834033,0.0013694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002039318,0.00006600158,0.001500355,0.3987466,0.0007507442,0.00006351252,0.0005075538,0.0002794087,0.0001019123,0.005599374,0.1609081,0.4312725],"study_design_scores_gemma":[0.0002498203,0.0001269661,0.0105128,0.715905,0.001271946,0.000137272,0.0006180741,0.0001374166,0.0001140571,0.002820521,0.2680564,0.00004967505],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002314404,0.9034916,0.0007859753,0.01684383,0.002332594,0.003708054,0.01816784,0.0002066389,0.05214899],"genre_scores_gemma":[0.01043866,0.964575,0.005760915,0.002425139,0.0003701778,0.003993635,0.008097259,0.00004769038,0.004291556],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03699547,"threshold_uncertainty_score":0.09041226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02424565826186586,"score_gpt":0.3684650277230411,"score_spread":0.3442193694611752,"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."}}