{"id":"W2906038590","doi":"10.1177/1355819618815521","title":"The challenge of determining appropriate care in the era of patient-centered care and rising health care costs","year":2018,"lang":"en","type":"article","venue":"Journal of Health Services Research & Policy","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Complementary and Integrative Health; Canada Excellence Research Chairs, Government of Canada","keywords":"Health care; Patient-centered care; Patient care; Medicine; MEDLINE; Nursing; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.232013,0.001072955,0.003709244,0.004582063,0.006674749,0.02327324,0.003930851,0.007874646,0.0017672],"category_scores_gemma":[0.4013305,0.001143647,0.001387295,0.005707874,0.03909918,0.03061581,0.01084498,0.02118813,0.0005097429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01544688,"about_ca_system_score_gemma":0.034606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00956832,"about_ca_topic_score_gemma":0.009946683,"domain_scores_codex":[0.6791155,0.2453578,0.01335777,0.009258281,0.04917873,0.003731943],"domain_scores_gemma":[0.4361046,0.4776102,0.03716274,0.01699816,0.02569255,0.006431806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001852319,0.0003646693,0.03153843,0.001492863,0.0006006056,0.0001985892,0.01971796,0.003569903,0.0002320352,0.683843,0.03232358,0.2259332],"study_design_scores_gemma":[0.00007064804,0.0002590732,0.01101998,0.002900631,0.00011747,0.0003008987,0.01695268,0.00390425,0.0004371031,0.9267295,0.03713823,0.0001694472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03607986,0.03359433,0.06876035,0.835526,0.002393386,0.0002481214,0.0002475168,0.00006836163,0.02308206],"genre_scores_gemma":[0.7424101,0.03532719,0.1229174,0.08950745,0.007244006,0.001278767,0.000139695,0.0001231132,0.001052286],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.232013,"threshold_uncertainty_score":0.9470647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1147137966334896,"score_gpt":0.5256346788085172,"score_spread":0.4109208821750276,"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."}}