{"id":"W3134921787","doi":"10.1016/j.injury.2021.03.009","title":"C3 geriatric distal femoral fracture – ORIF or replace with a distal femoral replacement (DFR)","year":2021,"lang":"en","type":"article","venue":"Injury","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary General Hospital; Foothills Medical Centre; Memorial University of Newfoundland; University of Calgary; University of Alberta; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Femoral head; Surgery; Femoral neck; Osteoporosis; Internal medicine","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":[0.000166192,0.0008424059,0.0005604808,0.001150706,0.001886252,0.0004932372,0.0005423421,0.002010041,0.05161507],"category_scores_gemma":[0.001181712,0.0001868891,0.001232004,0.001386747,0.0004843991,0.0003365643,0.000658587,0.001279633,0.006945986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121034,"about_ca_system_score_gemma":0.001929916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02224963,"about_ca_topic_score_gemma":0.03971322,"domain_scores_codex":[0.9996222,0.00001153074,0.00003289714,0.00004136328,0.0001002609,0.0001917806],"domain_scores_gemma":[0.9996564,0.00001807841,0.00007792848,0.0000206561,0.00009283583,0.0001340868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001383336,0.0007356258,0.4274146,0.001169735,0.0003844407,0.3111359,0.0003999837,0.0008262995,0.008748153,0.002872576,0.09075784,0.1541714],"study_design_scores_gemma":[0.0001489626,0.0009689786,0.3873304,0.0007646491,0.0002350288,0.5114723,0.001014086,0.0006794312,0.00182264,0.003283452,0.09219451,0.00008551623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6784815,0.01140553,0.003862782,0.01051038,0.002567082,0.0007955664,0.01073084,0.0004191915,0.2812271],"genre_scores_gemma":[0.9362305,0.00285797,0.001972491,0.006545875,0.001398739,0.0001077727,0.004191484,0.00007201674,0.04662323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05161507,"threshold_uncertainty_score":0.1726696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097567673716801,"score_gpt":0.2857364470224903,"score_spread":0.2747607702853223,"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."}}