{"id":"W4210655759","doi":"10.3138/jmvfh-2021-0096","title":"Direct skeletal fixation: A new treatment option for Canadian war amputees","year":2022,"lang":"en","type":"article","venue":"Journal of Military Veteran and Family Health","topic":"Prosthetics and Rehabilitation Robotics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université de Montréal; Canadian Armed Forces","funders":"","keywords":"Amputation; Fixation (population genetics); Medicine; Prosthesis; Physical medicine and rehabilitation; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002623041,0.0005555766,0.0002389394,0.001463257,0.002266155,0.0007175058,0.0008097027,0.001020008,0.02395886],"category_scores_gemma":[0.0005505279,0.0001447225,0.0005990361,0.0008569762,0.000647994,0.0004099788,0.0008473865,0.0008288235,0.001817728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003010212,"about_ca_system_score_gemma":0.0055152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2518034,"about_ca_topic_score_gemma":0.5627584,"domain_scores_codex":[0.9997812,0.00001299333,0.00001063863,0.00002524811,0.0001046402,0.00006529542],"domain_scores_gemma":[0.9998428,0.00001620816,0.00001955347,0.000008137601,0.00005301147,0.00006022182],"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":[0.0003686409,0.0004285859,0.009521982,0.0008899661,0.00005600031,0.008813465,0.0005613572,0.0007081432,0.008622702,0.003515552,0.04460384,0.9219096],"study_design_scores_gemma":[0.0008164451,0.002061412,0.1082965,0.002631468,0.000271072,0.1222248,0.002106542,0.002550607,0.005607972,0.004266764,0.748894,0.0002723344],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3402305,0.1977691,0.027415,0.05773695,0.00455527,0.0007725653,0.002152055,0.0008737889,0.3684948],"genre_scores_gemma":[0.7655949,0.09481549,0.02692471,0.00775429,0.001599259,0.0003195181,0.001284268,0.0001393512,0.1015682],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7481966,"threshold_uncertainty_score":0.5006754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018419952983389,"score_gpt":0.2494983267447182,"score_spread":0.2310783737613292,"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."}}