{"id":"W2071347855","doi":"10.7205/milmed-d-11-00044","title":"Physical Surrogate Leg to Evaluate Blast Mine Injury","year":2011,"lang":"en","type":"article","venue":"Military Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Defence Research and Development Canada; University of Waterloo","funders":"Ministère de la Défense Nationale; Ontario Centres of Excellence","keywords":"Medicine; Blast injury; Percentile; Amputation; Poison control; Injury prevention; Physical therapy; Physical medicine and rehabilitation; Surgery; Emergency medicine; Statistics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00113897,0.0002038599,0.0003811788,0.0001819716,0.0001979632,5.453975e-7,0.0002602256,0.00005523985,0.004497662],"category_scores_gemma":[0.0002652614,0.0001454217,0.00005377108,0.0002793187,0.0001112374,0.00008758714,0.0002518855,0.0002807575,0.004691142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006608843,"about_ca_system_score_gemma":0.00006251997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002007373,"about_ca_topic_score_gemma":0.0004423075,"domain_scores_codex":[0.9977983,0.0004773994,0.0004268082,0.0003587145,0.0003911241,0.0005476893],"domain_scores_gemma":[0.9987642,0.0001667367,0.00004681826,0.0005788886,0.0001060885,0.0003372953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003077153,0.0005281076,0.00332354,0.0004388426,0.0001663276,0.0001213537,0.1902962,0.000004574617,0.004547304,0.001954351,0.7733295,0.02221275],"study_design_scores_gemma":[0.004972603,0.004568249,0.08311445,0.00145363,0.0003523121,0.000002762929,0.04334068,0.0004564091,0.0003266893,0.002786275,0.8580096,0.0006163396],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8902954,0.0002352743,0.0001549907,0.004491495,0.0009399957,0.0009084448,0.00001451944,0.0001124902,0.1028474],"genre_scores_gemma":[0.9409753,0.00004118028,0.0002697826,0.009804097,0.0009790012,0.0002223822,0.00002943872,0.00003612793,0.04764267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1469555,"threshold_uncertainty_score":0.9964123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1237079880751513,"score_gpt":0.4417264846217584,"score_spread":0.3180184965466071,"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."}}