{"id":"W4402556654","doi":"10.1002/hsr2.2316","title":"Road injuries, labor productivity, and economic growth in Africa: A panel study","year":2024,"lang":"en","type":"article","venue":"Health Science Reports","topic":"Traffic and Road Safety","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Productivity; Panel data; Investment (military); Estimation; Occupational safety and health; Demographic economics; Economics; Economic growth; Medicine; Econometrics; Political science; Politics","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":[0.001425088,0.0003448627,0.000465414,0.0007818163,0.0005671732,0.0007961736,0.0004301805,0.0005628604,0.00353772],"category_scores_gemma":[0.002357057,0.0003266207,0.0007674324,0.00160558,0.0002754274,0.0005881905,0.0008971718,0.0009497844,0.000506803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004428941,"about_ca_system_score_gemma":0.0004664966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02140443,"about_ca_topic_score_gemma":0.0174943,"domain_scores_codex":[0.9992698,0.0004192127,0.00003137458,0.00006841476,0.00004564778,0.0001656129],"domain_scores_gemma":[0.9977908,0.0009911726,0.0006906107,0.0001643349,0.0001173948,0.000245722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00015008,0.0002237045,0.992774,0.00003121996,0.0003978348,0.0002004594,0.0003962258,0.0016212,0.0001408307,0.0002595464,0.001027285,0.002777569],"study_design_scores_gemma":[0.00001560965,0.0001524695,0.9915405,0.00005117396,0.0001918082,0.0001086231,0.001890575,0.004547593,0.000126942,0.0001917848,0.001166626,0.00001617238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975755,0.0002318465,0.0002586388,0.0001958354,0.000007377715,0.0000111071,0.00125869,0.000002676566,0.0004583807],"genre_scores_gemma":[0.9980584,0.0002087839,0.0001369784,0.00003628754,0.00001084006,0.00001799702,0.001176048,0.00000138534,0.0003532035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02140443,"threshold_uncertainty_score":0.04255974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0252415478227979,"score_gpt":0.27800172487325,"score_spread":0.2527601770504521,"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."}}