{"id":"W2161311330","doi":"10.1080/17457300500172925","title":"Injury outcome indicators – validation matters","year":2005,"lang":"en","type":"article","venue":"International Journal of Injury Control and Safety Promotion","topic":"Traffic and Road Safety","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poison control; Occupational safety and health; Injury prevention; Performance indicator; Economic indicator; Human factors and ergonomics; Crash; Computer science; Business; Environmental health; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004208793,0.0001296201,0.0001971067,0.0003169811,0.00004397456,0.00004509076,0.0001848729,0.0000826976,0.00008255243],"category_scores_gemma":[0.00002539566,0.0001096555,0.0001001472,0.00007479412,0.00003270902,0.0005014892,0.00001545091,0.0002260101,0.00001921485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414011,"about_ca_system_score_gemma":0.00001905391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001044208,"about_ca_topic_score_gemma":8.379774e-7,"domain_scores_codex":[0.998735,0.00004029078,0.0006609852,0.00008778289,0.0003491033,0.0001268683],"domain_scores_gemma":[0.9994668,0.00003214007,0.0002050095,0.00006381606,0.00014297,0.0000892435],"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":[0.001040655,0.0002196211,0.02564892,0.00003637234,0.0007000102,0.00002011151,0.0004974231,0.01572119,0.008937851,0.001810399,0.003786218,0.9415812],"study_design_scores_gemma":[0.01703801,0.001612304,0.611564,0.0005686837,0.0004856873,0.0009741389,0.000316708,0.04976157,0.01664816,0.00162366,0.2976933,0.00171386],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160048,0.000274618,0.06221429,0.01733104,0.002898803,0.0002272751,0.0001008361,0.0001354182,0.0008129214],"genre_scores_gemma":[0.9980855,0.000239988,0.0005452586,0.0003697141,0.0006832324,0.000002295068,0.000007968134,0.00001609165,0.00004996705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9398674,"threshold_uncertainty_score":0.4471621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005273195082944255,"score_gpt":0.2401655252899352,"score_spread":0.2348923302069909,"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."}}