{"id":"W6986836458","doi":"","title":"Reducing the burden of road traffic injuries and deaths in Ghana: an implementation science approach","year":2023,"lang":"en","type":"dissertation","venue":"ResearchWorks at the University of Washington (University of Washington)","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Road traffic; Poison control; Work (physics); Occupational safety and health; Human factors and ergonomics","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":[0.01640296,0.0006026461,0.0006994382,0.001058599,0.001180687,0.002225052,0.001266529,0.001736244,0.007167694],"category_scores_gemma":[0.02571427,0.0003833965,0.0005575244,0.001655578,0.001439339,0.002068495,0.002189929,0.002902853,0.0003214071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008618058,"about_ca_system_score_gemma":0.02776276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04071779,"about_ca_topic_score_gemma":0.04619845,"domain_scores_codex":[0.9905086,0.007942826,0.0001574157,0.0002047015,0.0003545243,0.0008320479],"domain_scores_gemma":[0.9885611,0.00875439,0.0008151363,0.000136037,0.0007847238,0.000948599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001720563,0.006921252,0.09750304,0.01135551,0.0009901527,0.0007038632,0.01273639,0.02755571,0.001531746,0.1485613,0.04430458,0.646116],"study_design_scores_gemma":[0.005773792,0.01271052,0.3722025,0.04768335,0.003978227,0.000499879,0.139542,0.06779316,0.004995328,0.24203,0.1025681,0.0002231634],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4699388,0.02774429,0.01928802,0.3981065,0.001047989,0.004457534,0.001910741,0.0001193382,0.07738679],"genre_scores_gemma":[0.9429864,0.0212005,0.02179736,0.00819837,0.0002478535,0.001907826,0.0002917644,0.00002457652,0.003345385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04071779,"threshold_uncertainty_score":0.08674818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02803633281829668,"score_gpt":0.3027322016469685,"score_spread":0.2746958688286718,"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."}}