{"id":"W2590463106","doi":"10.1200/jco.2012.30.34_suppl.93","title":"Using a disease pathway management (DPM) approach to improve the quality of lung cancer care in Ontario.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; University of Toronto; McMaster University","funders":"","keywords":"Medicine; Audit; Multidisciplinary approach; Quality management; Lung cancer; Health care; Palliative care; Leverage (statistics); Family medicine; Nursing; Oncology; Operations management; Management","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008176807,0.0004278249,0.0002513085,0.002073388,0.007752338,0.004790557,0.001614706,0.0008034678,0.004812577],"category_scores_gemma":[0.01186622,0.000413947,0.000649981,0.002911948,0.001921272,0.002110808,0.007517487,0.001289264,0.0004393271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07086427,"about_ca_system_score_gemma":0.2621547,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8237099,"about_ca_topic_score_gemma":0.9199207,"domain_scores_codex":[0.9944403,0.002136895,0.0003677038,0.0004408715,0.00166354,0.000950644],"domain_scores_gemma":[0.9895353,0.001093985,0.0009652276,0.0003470085,0.003641248,0.004417189],"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":[0.0001649378,0.0002634957,0.1168933,0.002809164,0.0001207665,0.001077425,0.03961109,0.005731708,0.001737479,0.024403,0.1923174,0.6148704],"study_design_scores_gemma":[0.0002251778,0.0004342938,0.1613523,0.002740043,0.0001824087,0.0005257715,0.05093427,0.01146318,0.001707151,0.02197847,0.7482299,0.0002271026],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2427412,0.0157181,0.07970157,0.4348509,0.001908647,0.007349626,0.005352982,0.002844356,0.2095326],"genre_scores_gemma":[0.78045,0.00953304,0.1690618,0.008439778,0.0001616903,0.002416255,0.00264662,0.0002748651,0.02701589],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8237099,"threshold_uncertainty_score":0.5141587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5922212068602525,"score_gpt":0.644608197688865,"score_spread":0.05238699082861253,"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."}}