{"id":"W7097639959","doi":"","title":"IMPAIRED DRIVING AND OTHER TRAFFIC OFFENCES- 2002","year":2003,"lang":"en","type":"article","venue":"","topic":"Older Adults Driving Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Conviction; Enforcement; Harm; Law enforcement; Homicide; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003939778,0.0005888153,0.0004053602,0.004422311,0.000795002,0.001890878,0.001098327,0.000738164,0.01087298],"category_scores_gemma":[0.001788383,0.0003668322,0.0005746503,0.007684116,0.0001836737,0.0005325264,0.0006515883,0.0008916304,0.00534941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005419798,"about_ca_system_score_gemma":0.006526109,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.7291589,"about_ca_topic_score_gemma":0.8390672,"domain_scores_codex":[0.9989359,0.00005250845,0.0001465577,0.0001148749,0.0005588453,0.0001912376],"domain_scores_gemma":[0.9958577,0.0001316293,0.0006493958,0.0001037264,0.002371775,0.0008858231],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003233648,0.0004223159,0.4739013,0.001147809,0.0001899617,0.0006763433,0.0004760172,0.0006569618,0.0004052458,0.0004702855,0.4341171,0.0872132],"study_design_scores_gemma":[0.00001887427,0.00003356603,0.9275104,0.0002310854,0.00002358228,0.0003778833,0.0003465008,0.0001619811,0.00008675516,0.00003344247,0.07115818,0.00001769543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.144759,0.008697751,0.0002155977,0.003404627,0.00156807,0.0006266912,0.7612103,0.0003666721,0.07915127],"genre_scores_gemma":[0.2167629,0.01383246,0.000494878,0.002694201,0.0007248952,0.0003819987,0.6594537,0.0001182052,0.1055367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7291589,"threshold_uncertainty_score":0.5448722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05881827529192991,"score_gpt":0.3750529996057939,"score_spread":0.316234724313864,"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."}}