{"id":"W2124958676","doi":"10.1080/15389580701576431","title":"The “Unintended Pedestrian” on Expressways","year":2007,"lang":"en","type":"article","venue":"Traffic Injury Prevention","topic":"Traffic and Road Safety","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kronos (Canada)","funders":"","keywords":"Pedestrian; Medical examiner; Poison control; Injury prevention; Demography; Occupational safety and health; Crash; Suicide prevention; Medicine; Environmental health; Multivariate analysis; Geography; Transport engineering; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002356725,0.0002380278,0.0001349786,0.0007146104,0.0004909982,0.0004945952,0.0002792879,0.0001806212,0.002423249],"category_scores_gemma":[0.0009099148,0.0001558643,0.0002401528,0.000449384,0.0003427733,0.0004412454,0.0005818648,0.0002742702,0.0002179688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002724838,"about_ca_system_score_gemma":0.0004129302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008295434,"about_ca_topic_score_gemma":0.01351502,"domain_scores_codex":[0.9997471,0.00005408538,0.00002164943,0.00005666294,0.00005022883,0.00007028954],"domain_scores_gemma":[0.9990896,0.00004913516,0.0005933298,0.0000388591,0.00009277063,0.0001363282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003850844,0.000013969,0.9970402,0.00001697813,0.00001741183,0.0001698832,0.0001220076,0.00006855994,0.0000946026,0.00005055505,0.0002104019,0.002156885],"study_design_scores_gemma":[0.000001771509,0.00007051067,0.9978759,0.00002996738,0.00001504543,0.0006540202,0.0004479965,0.00008857407,0.00008207551,0.00003617628,0.0006954364,0.00000261591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998744,0.0002394733,0.0001008961,0.00007114858,0.00001032392,0.000004822215,0.0003310684,0.000002683041,0.0004956802],"genre_scores_gemma":[0.9988322,0.0002305321,0.0001304602,0.00003836984,0.00002092165,0.000004359745,0.0003477372,0.000001149367,0.0003942014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008295434,"threshold_uncertainty_score":0.01649433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01053519204107809,"score_gpt":0.2476199318029282,"score_spread":0.2370847397618501,"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."}}