{"id":"W4310663435","doi":"10.14264/fd5a0fe","title":"Injury-related mortality and morbidity : 10 year follow-up in a population-based sample of 21,000 adults : Manitoba Injury Outcome Study","year":2005,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Outcome (game theory); Medicine; Sample (material); Demography; Population; Gerontology; Environmental health; Sociology; 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":[0.0002348447,0.0002054294,0.0006207182,0.0002105886,0.0001043765,0.000002447514,0.0001276563,0.0001693112,0.0002691062],"category_scores_gemma":[0.0001003946,0.0001808056,0.0001367852,0.0002177286,0.00007096453,0.00004303721,0.00003211346,0.0002553148,0.000003744816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007985529,"about_ca_system_score_gemma":0.00007146362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08928807,"about_ca_topic_score_gemma":0.2365394,"domain_scores_codex":[0.9988071,0.0001006254,0.0003728947,0.000259583,0.0003100532,0.0001497607],"domain_scores_gemma":[0.9991004,0.0000888097,0.00026624,0.0003158421,0.0001781434,0.00005053957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002704925,0.0002276224,0.9891835,0.000276533,0.0002565329,0.000007786034,0.005944981,0.00000752782,0.0000176617,0.00001264128,0.0003133954,0.001046904],"study_design_scores_gemma":[0.002747603,0.0003586036,0.977438,0.000203521,0.0005785729,2.327967e-7,0.01833259,0.00002408333,0.00002308278,0.00003617016,0.0001107762,0.000146724],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973028,0.0001057386,7.537255e-7,0.00006008655,0.0001996655,0.0006793594,0.0003235186,0.00002357344,0.001304474],"genre_scores_gemma":[0.9983831,0.00007902519,0.00002432632,0.000006160651,0.00002595299,7.568021e-7,0.0004250547,0.00001444377,0.001041175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1472513,"threshold_uncertainty_score":0.9167764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03010099365937601,"score_gpt":0.2949115561020048,"score_spread":0.2648105624426288,"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."}}