{"id":"W2079856453","doi":"10.1111/1475-6773.12085","title":"Partial and Incremental PCMH Practice Transformation: Implications for Quality and Costs","year":2013,"lang":"en","type":"article","venue":"Health Services Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Agency for Healthcare Research and Quality","keywords":"Medical home; Medicine; Quality management; Population; Cohort; Health care; Quality (philosophy); Confounding; Family medicine; Primary care; Environmental health; Operations management","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005788902,0.0001248157,0.000302769,0.000149113,0.003000502,0.00005923427,0.0001714795,0.0001579977,0.0001798492],"category_scores_gemma":[0.0001378792,0.0001094418,0.00002460863,0.0002617994,0.00008940584,0.0008703285,0.0001621114,0.0006659428,0.0001262595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005865178,"about_ca_system_score_gemma":0.001383686,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02177628,"about_ca_topic_score_gemma":0.003494576,"domain_scores_codex":[0.9957992,0.001658471,0.000828246,0.0003380933,0.0003736927,0.001002272],"domain_scores_gemma":[0.994123,0.003820068,0.0002796684,0.0003196501,0.0008857963,0.0005717706],"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":[0.001179904,0.0004510902,0.2381777,0.03521268,0.0001139435,6.349601e-7,0.08697569,4.948394e-7,0.0005529933,0.1203091,0.104885,0.4121408],"study_design_scores_gemma":[0.001947952,0.0003708466,0.7218482,0.0001754013,0.000008102156,0.000004861368,0.03049779,0.0001820481,0.00000914585,0.002603783,0.2421901,0.0001618178],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3769816,0.003354948,0.0003887673,0.5938568,0.0002447966,0.00996169,0.0002685679,0.0001266575,0.01481626],"genre_scores_gemma":[0.8065005,0.008298254,0.004104166,0.1731161,0.0006363955,0.006422122,0.0003640808,0.00005123167,0.000507153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4836706,"threshold_uncertainty_score":0.9982975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2722357729347907,"score_gpt":0.6270170941249558,"score_spread":0.3547813211901651,"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."}}