{"id":"W1621715383","doi":"","title":"\"If you're not keeping score, you're just practising\": a lean healthcare program evaluation framework.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Healthcare Quality and Management","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Children's & Women's Health Centre of British Columbia; Provincial Health Services Authority","funders":"","keywords":"Health care; Best practice; Health administration; Business; Operations management; Nursing; Medicine; Medical education; Management; Engineering; Political science; Public health; Economics","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007576056,0.0004073861,0.0006022383,0.0003015524,0.001718728,0.0001311762,0.0004489111,0.0007655136,0.0009084602],"category_scores_gemma":[0.003720272,0.0003985391,0.000152807,0.00074841,0.0001020095,0.0007702183,0.0003237969,0.002217943,0.000975729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001241533,"about_ca_system_score_gemma":0.0006902576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008028593,"about_ca_topic_score_gemma":0.001910947,"domain_scores_codex":[0.9914786,0.002489968,0.001462738,0.0009393518,0.001393256,0.002236106],"domain_scores_gemma":[0.9952506,0.000779097,0.0008721361,0.001124306,0.001082621,0.0008912162],"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":[0.00006668579,0.0002640088,0.01271959,0.002273608,0.00007144935,0.00000588335,0.008244107,0.0000135753,0.000001124022,0.00797884,0.02296463,0.9453965],"study_design_scores_gemma":[0.001954035,0.000248791,0.6126133,0.001177581,0.0001980546,0.000002622618,0.04554939,0.00209047,0.00001551743,0.00976289,0.3254459,0.000941443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4428405,0.001492495,0.00302647,0.4087115,0.008829921,0.09816232,0.0001023135,0.002779775,0.03405467],"genre_scores_gemma":[0.899525,0.0001895421,0.002183577,0.02604301,0.001627253,0.06781606,0.0001995581,0.00009653879,0.002319397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.944455,"threshold_uncertainty_score":0.9998466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4141064819726794,"score_gpt":0.5094119927023275,"score_spread":0.09530551072964816,"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."}}