{"id":"W2283129388","doi":"","title":"Impact of a mandatory physician reporting system for cardiac patients potentially unfit to drive.","year":2000,"lang":"en","type":"article","venue":"PubMed","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Legislation; Harm; Medical emergency; Population; MEDLINE; Public health; Government (linguistics); Christian ministry; Incidence (geometry); Environmental health; Occupational safety and health; Family medicine; Emergency medicine; Nursing; Law","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":[0.0007836319,0.000167843,0.0005386437,0.0000853561,0.0004010224,0.000007184274,0.0001429844,0.00008105423,0.00001389837],"category_scores_gemma":[0.0005270858,0.0001391647,0.0002792676,0.0001625735,0.00002387973,0.00009020956,0.00007946278,0.0001439796,0.00004083023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003979368,"about_ca_system_score_gemma":0.00009061942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003179311,"about_ca_topic_score_gemma":0.00006043209,"domain_scores_codex":[0.9974425,0.0001603357,0.001086949,0.0003103878,0.0002598692,0.0007399354],"domain_scores_gemma":[0.9980937,0.0001733875,0.0008526555,0.000371724,0.0003400949,0.0001684336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005363109,0.00007679771,0.8614661,0.0004889066,0.0002532498,0.000001104342,0.00160181,0.0000267813,0.00002468285,0.00001085783,0.008155356,0.1278407],"study_design_scores_gemma":[0.0006390069,0.00005983131,0.9962939,0.0002156007,0.00006741601,8.216008e-8,0.000376606,0.000004272845,0.00004102655,0.00001376221,0.002154601,0.0001338884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883044,0.00002532004,0.00005606665,0.00009049458,0.0007663645,0.004048788,0.0001747156,0.0001237373,0.006410091],"genre_scores_gemma":[0.9937348,0.000003460188,0.000116477,0.000102038,0.000337566,0.003939468,0.00001936499,0.0000396429,0.001707163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1348278,"threshold_uncertainty_score":0.567497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039290269466063,"score_gpt":0.3574941385095657,"score_spread":0.3182038690435027,"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."}}