{"id":"W2166120122","doi":"10.1200/jop.2012.000818","title":"Closing the Quality Loop: Facilitating Improvement in Oncology Practice Through Timely Access to Clinical Performance Indicators","year":2013,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; Grand River Hospital; Cancer Care Ontario; University Health Network","funders":"","keywords":"Medicine; Closing (real estate); Quality (philosophy); Quality management; Clinical Practice; Medical education; MEDLINE; Medical physics; Family medicine; Operations 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2210482,0.001412001,0.001402422,0.008738198,0.004554836,0.01971889,0.005292945,0.003344626,0.006113636],"category_scores_gemma":[0.4037906,0.001401432,0.001149327,0.009803959,0.00610289,0.01685686,0.0146147,0.005371829,0.001697524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01230744,"about_ca_system_score_gemma":0.05973639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0165967,"about_ca_topic_score_gemma":0.0106111,"domain_scores_codex":[0.7971263,0.1406046,0.0125515,0.009473477,0.03518726,0.005056881],"domain_scores_gemma":[0.4993337,0.3037589,0.07950113,0.04324831,0.05157955,0.02257831],"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":[0.0004393375,0.0006295097,0.04428143,0.001704423,0.0001659516,0.000191649,0.01593823,0.002287913,0.001216843,0.007871395,0.0519206,0.8733526],"study_design_scores_gemma":[0.002355497,0.004850248,0.2607434,0.01532477,0.0006757145,0.0009225003,0.03388184,0.02622963,0.01192745,0.1170453,0.5249241,0.001119605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1476676,0.01313079,0.3707806,0.3847667,0.004230099,0.008640364,0.001882271,0.01072621,0.05817532],"genre_scores_gemma":[0.6283916,0.005707335,0.338165,0.01540673,0.002470643,0.004003147,0.001319812,0.0009403332,0.00359535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2210482,"threshold_uncertainty_score":0.9605862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2667928954254074,"score_gpt":0.5676387541335857,"score_spread":0.3008458587081783,"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."}}