{"id":"W2915044030","doi":"10.1016/j.jpedsurg.2019.01.030","title":"Where to start? Injury prevention priority scores in Canadian children","year":2019,"lang":"en","type":"article","venue":"Journal of Pediatric Surgery","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Izaak Walton Killam Health Centre; Dalhousie University","funders":"","keywords":"Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000938745,0.0005349679,0.0006684083,0.003264725,0.003281063,0.001865321,0.001965035,0.001029962,0.005895678],"category_scores_gemma":[0.005890789,0.0005175227,0.001114235,0.007630694,0.0006853407,0.0007409538,0.001180602,0.001945602,0.0004404222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06054737,"about_ca_system_score_gemma":0.09391972,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9961222,"about_ca_topic_score_gemma":0.9983028,"domain_scores_codex":[0.9970534,0.0001007647,0.0001673356,0.0001864553,0.0008433833,0.001648619],"domain_scores_gemma":[0.9950897,0.0001752292,0.0008159201,0.0000375792,0.002215327,0.001666267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008965084,0.00007851498,0.9617932,0.0001660988,0.00005656268,0.0002426897,0.001087954,0.0002561625,0.00006806716,0.0005820163,0.02252611,0.01305304],"study_design_scores_gemma":[0.00001274002,0.00002733563,0.9899563,0.0003058028,0.00004472216,0.0001486596,0.004073095,0.000251952,0.00007009297,0.00007540783,0.005002953,0.00003092689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9103607,0.008917272,0.0003587131,0.01597434,0.0004683777,0.0001494659,0.03037698,0.00008324313,0.03331087],"genre_scores_gemma":[0.9868296,0.00394717,0.0007175931,0.0009714351,0.00006286959,0.00005672443,0.00446743,0.0000244476,0.002922732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06054737,"threshold_uncertainty_score":0.4393039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610836793051031,"score_gpt":0.2988965009626833,"score_spread":0.282788133032173,"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."}}