{"id":"W4240080242","doi":"10.1002/9781444345100.ch75","title":"Mangled Extremity","year":2011,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Bone fractures and treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","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":[0.0001838664,0.000506058,0.0004346954,0.001133298,0.0006981425,0.0009448945,0.0004254583,0.0007347832,0.06337011],"category_scores_gemma":[0.0009671905,0.0001278844,0.0004358522,0.001058875,0.0005680034,0.0006654746,0.0006706963,0.0008418118,0.01321018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005416512,"about_ca_system_score_gemma":0.0006529727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001150099,"about_ca_topic_score_gemma":0.0031023,"domain_scores_codex":[0.9998092,0.00001910505,0.00001532432,0.00002413474,0.00007594512,0.0000562355],"domain_scores_gemma":[0.999738,0.00004743307,0.00007594073,0.00001952268,0.00004993074,0.00006918624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003192051,0.0001928236,0.01339529,0.003939888,0.0001033808,0.01807425,0.0002317742,0.0003662379,0.004990325,0.01305757,0.1906254,0.7547038],"study_design_scores_gemma":[0.00007467799,0.0003777328,0.02497027,0.004210331,0.00009110217,0.1393316,0.0003230278,0.0002013596,0.003237666,0.005386082,0.8217574,0.00003872533],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04567438,0.2535586,0.007532245,0.004227223,0.002295406,0.00039291,0.002866156,0.00083781,0.6826152],"genre_scores_gemma":[0.3540823,0.1625972,0.007714299,0.007976658,0.001354664,0.0003246173,0.00427013,0.0002316112,0.4614485],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06337011,"threshold_uncertainty_score":0.2119941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0632062377056585,"score_gpt":0.301695434245501,"score_spread":0.2384891965398425,"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."}}