{"id":"W4377927349","doi":"10.1079/searchrxiv.2023.00218","title":"Initiatives to improve service coverage, financial protection, and financial sustainability in the long-term care (ClinicalTrials.gov).","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); Financial services; Population; Chart; Medicine; Marketing; Environmental health","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":[0.0310865,0.0004879792,0.00189232,0.002573338,0.001100795,0.00428913,0.001471742,0.004202,0.02973544],"category_scores_gemma":[0.08854204,0.0003025196,0.002526962,0.005102422,0.0007141291,0.002997361,0.003620476,0.003751013,0.002035372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005221339,"about_ca_system_score_gemma":0.036204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007151912,"about_ca_topic_score_gemma":0.02132935,"domain_scores_codex":[0.9866126,0.008250935,0.002280433,0.0003279841,0.001863349,0.0006647783],"domain_scores_gemma":[0.9211419,0.04613659,0.0124989,0.001527462,0.01374827,0.004946935],"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":[0.001884701,0.0006467745,0.002786356,0.1974153,0.001372942,0.00008631476,0.0004115189,0.0003867316,0.0003044327,0.02134859,0.2174575,0.5558988],"study_design_scores_gemma":[0.003600995,0.001555849,0.01712618,0.5665053,0.002951706,0.0001156696,0.000915117,0.0003383491,0.000347581,0.009580481,0.3968911,0.00007171356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.007016535,0.6775504,0.002106007,0.1715949,0.009126644,0.01454777,0.02824748,0.0002459284,0.08956436],"genre_scores_gemma":[0.1135989,0.6617681,0.03247945,0.07116325,0.006126198,0.0759499,0.02628666,0.0001462793,0.01248135],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0310865,"threshold_uncertainty_score":0.1644031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04466332767795676,"score_gpt":0.4160354210318535,"score_spread":0.3713720933538968,"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."}}