{"id":"W1910786395","doi":"10.2147/ceor.s42649","title":"Follow-up analysis of federal process of care data reported from three acute care hospitals in rural Appalachia","year":2013,"lang":"en","type":"article","venue":"ClinicoEconomics and Outcomes Research","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pacific Centre for Reproductive Medicine","funders":"","keywords":"Medicaid; Medicine; Medical record; Acute care; Family medicine; Demography; Health care; Emergency medicine; Internal 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":[0.00156728,0.0002399205,0.0002263866,0.002968752,0.0009846832,0.0009277062,0.0004107282,0.0002510654,0.0005789411],"category_scores_gemma":[0.006429415,0.0001693059,0.0002897465,0.003051497,0.0005036967,0.0003645887,0.001172662,0.000336619,0.0001267346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002384036,"about_ca_system_score_gemma":0.003063438,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09813955,"about_ca_topic_score_gemma":0.160513,"domain_scores_codex":[0.9983351,0.0003816403,0.0002229751,0.0002041793,0.0005376029,0.0003185153],"domain_scores_gemma":[0.9893049,0.001898078,0.00483181,0.0004624217,0.002925067,0.0005776717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003497388,0.00004264864,0.9963182,0.00001568951,0.00001977544,0.00008593091,0.001156766,0.00005896164,0.000242356,0.00001227379,0.00007941567,0.001932824],"study_design_scores_gemma":[0.000001529584,0.00005752765,0.9982067,0.000005240328,0.00000584592,0.00004173106,0.001394836,0.00006724651,0.00009378428,0.000003338174,0.0001196114,0.000002597458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994537,0.00001719449,0.00005534714,0.00001394235,8.134648e-7,0.00002114991,0.0002312824,0.000002336717,0.0002041827],"genre_scores_gemma":[0.9988098,0.00003302783,0.0001935829,0.00002032565,0.000002823112,0.00006817093,0.0007684872,0.000001130778,0.0001026789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09813955,"threshold_uncertainty_score":0.1951367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1400537942355443,"score_gpt":0.5347350271289409,"score_spread":0.3946812328933966,"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."}}