{"id":"W4251810162","doi":"10.1093/geront/gnw162.2327","title":"ESPO SOCIAL RESEARCH, POLICY, AND PRACTICE SECTION SYMPOSIUM: NEW DIMENSIONS IN IMPROVING CARE QUALITY IN LONG-TERM CARE","year":2016,"lang":"en","type":"article","venue":"The Gerontologist","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Section (typography); Term (time); Long-term care; Social care; Quality (philosophy); Psychology; Nursing; Sociology; Medicine; Computer science; Epistemology","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":[0.03913437,0.0003960455,0.0007339295,0.001883102,0.001834258,0.006229112,0.001128639,0.005872603,0.0145437],"category_scores_gemma":[0.04585359,0.0002321649,0.0008777326,0.002694223,0.003723139,0.004580087,0.005371126,0.004064978,0.0007605862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007679031,"about_ca_system_score_gemma":0.0198855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01215463,"about_ca_topic_score_gemma":0.0233835,"domain_scores_codex":[0.9858108,0.01008137,0.0007071523,0.0004480209,0.002088943,0.0008637378],"domain_scores_gemma":[0.9499212,0.03122944,0.003402838,0.001881596,0.005210174,0.008354698],"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":[0.000233811,0.0005966976,0.05420061,0.004908008,0.0002851071,0.0001648631,0.003353572,0.0005179247,0.0003105647,0.1045444,0.2984968,0.5323875],"study_design_scores_gemma":[0.0003094309,0.0007364169,0.2146026,0.02520244,0.000305491,0.0002874413,0.01109552,0.001081506,0.0004604733,0.06451434,0.6812962,0.0001080051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.007143507,0.09691444,0.001064973,0.8688912,0.004649575,0.00009400347,0.000240517,0.00003225692,0.02096946],"genre_scores_gemma":[0.4634756,0.3092795,0.01628932,0.1611285,0.0252706,0.0009763187,0.00075659,0.00008275695,0.0227408],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03913437,"threshold_uncertainty_score":0.2069648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1976266248147389,"score_gpt":0.551683269044984,"score_spread":0.3540566442302451,"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."}}