{"id":"W1954768048","doi":"","title":"Determining use of preventive health care in Ontario: comparison of rates of 3 maneuvers in administrative and survey data.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Socioeconomic status; Mammography; Demography; Health care; Vaccination; Gerontology; Environmental health; Family medicine; Population; Breast cancer; Cancer","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":[0.0005486288,0.00009877348,0.0006258006,0.0001328747,0.00000698265,0.000003852813,0.0001126216,0.00003578286,0.000004337226],"category_scores_gemma":[0.0004763516,0.00009792706,0.0000200719,0.0001858388,0.00008576877,0.0001529409,0.00006069026,0.0001237745,8.397513e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001173248,"about_ca_system_score_gemma":0.0003448681,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02917946,"about_ca_topic_score_gemma":0.5530599,"domain_scores_codex":[0.9985914,0.0002441881,0.0005565131,0.0002444572,0.0001668433,0.000196591],"domain_scores_gemma":[0.998878,0.0002437478,0.0003393682,0.0003640907,0.00007830436,0.00009649469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006767326,0.0002762068,0.9754137,0.0001554333,0.00002211744,0.000009213175,0.002490479,0.000006291404,0.00001060513,0.0000020519,0.0000908207,0.02084639],"study_design_scores_gemma":[0.001322854,0.0003304748,0.9966828,0.0001604329,0.00001283546,0.000001045839,0.0008110098,0.00004764656,0.0005286622,0.000002908968,0.00003798919,0.0000613863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977674,0.0003481054,0.000003121243,0.00002818363,0.00002168568,0.0008045445,0.0008942996,0.000004344846,0.0001283009],"genre_scores_gemma":[0.9986923,0.00001948184,0.0003506321,0.00002969303,0.000002468781,0.00002222139,0.0008560236,0.000005336524,0.00002183725],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238804,"threshold_uncertainty_score":0.9772853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.191412707925232,"score_gpt":0.3902845542575508,"score_spread":0.1988718463323188,"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."}}