{"id":"W2047233223","doi":"10.4176/080620","title":"Road Safety: A Call for Action","year":2008,"lang":"en","type":"article","venue":"Libyan Journal of Medicine","topic":"Traffic and Road Safety","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Road traffic; Developing country; Mortality rate; Ninth; Socioeconomics; Geography; Demography; Economic growth; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002160993,0.00008682423,0.0002382079,0.0000917302,0.0000531811,0.000001369966,0.000089649,0.00005371024,0.00004630379],"category_scores_gemma":[0.00004919651,0.00006030634,0.00007032397,0.00008178261,0.00005681642,0.00008895058,0.00000360745,0.0001870617,0.000004486245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004000037,"about_ca_system_score_gemma":0.00002487894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002099746,"about_ca_topic_score_gemma":0.000002173703,"domain_scores_codex":[0.9992741,0.00001136976,0.0003596571,0.00004582105,0.0001735261,0.0001355632],"domain_scores_gemma":[0.9996199,0.00005085038,0.00007690069,0.00007204709,0.00006187852,0.0001184498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009806199,0.0001004336,0.001467334,0.0002920271,0.0004835195,0.0003757202,0.006086934,0.04140501,0.007787315,0.0004936925,0.4598065,0.4807208],"study_design_scores_gemma":[0.0142316,0.001986766,0.09462591,0.000699756,0.0002356155,0.005836395,0.000836661,0.01427953,0.001239271,0.0004186792,0.8651688,0.0004410037],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6130459,0.008025494,0.3375316,0.01390122,0.009622246,0.0004524987,0.00001355682,0.0003729578,0.0170345],"genre_scores_gemma":[0.9949352,0.001414982,0.001248571,0.0001281374,0.001747217,0.000001026295,0.000002435334,0.00002122901,0.0005011667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4802799,"threshold_uncertainty_score":0.2459221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647839120443669,"score_gpt":0.2492834309964992,"score_spread":0.2228050397920626,"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."}}