{"id":"W2152721923","doi":"10.1370/afm.1664","title":"Effect of Payment Incentives on Cancer Screening in Ontario Primary Care","year":2014,"lang":"en","type":"article","venue":"The Annals of Family Medicine","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Incentive; Cancer screening; Breast cancer screening; Breast cancer; Colorectal cancer; Cancer; Pay for performance; Cervical cancer screening; Cervical cancer; Family medicine; Mammography; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00137309,0.0001724592,0.0006718663,0.0001297921,0.00003455879,0.000001791913,0.000188387,0.00005669811,0.00004794698],"category_scores_gemma":[0.0001665027,0.00009500891,0.00009402533,0.0002167234,0.0002330566,0.00004549353,0.00005251156,0.000290333,0.000001797051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000921542,"about_ca_system_score_gemma":0.0001200662,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07541993,"about_ca_topic_score_gemma":0.006917202,"domain_scores_codex":[0.9982883,0.000179247,0.0004193032,0.0002008877,0.0006575421,0.0002547466],"domain_scores_gemma":[0.9988354,0.0003452652,0.000204688,0.0003583538,0.0001720327,0.0000842134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008892759,0.0000892364,0.6970479,0.001054526,0.0002065776,0.00002608644,0.009630295,0.0004986906,0.01735581,0.0002233259,0.003546112,0.2614287],"study_design_scores_gemma":[0.003143954,0.005810142,0.9590057,0.007220519,0.0001253552,0.000002609836,0.001030479,0.00004337104,0.02007163,0.00003448827,0.003412482,0.00009932305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763287,0.005139393,0.00004400732,0.001911465,0.0001264735,0.0004027137,0.000003644198,0.00001089876,0.0160327],"genre_scores_gemma":[0.9954013,0.0004173732,0.00004609641,0.003790736,0.0001417328,0.00002118155,0.0000172352,0.00001122395,0.0001531182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2619578,"threshold_uncertainty_score":0.9307369,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2340842283110679,"score_gpt":0.4296052813814032,"score_spread":0.1955210530703353,"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."}}