{"id":"W3195386984","doi":"10.53350/pjmhs211562142","title":"Outcome of Distal Femoral Fracture Treated with Locking Plate","year":2021,"lang":"en","type":"article","venue":"","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada)","funders":"","keywords":"Medicine; Radiological weapon; Surgery; Demographics; Femoral fracture; Body mass index; Prospective cohort study; Internal medicine; Femur; Demography","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":[0.0003857818,0.0003042006,0.0005717392,0.0007718201,0.0003567366,0.0004252708,0.0003378572,0.0004777742,0.001886063],"category_scores_gemma":[0.001887153,0.0001616868,0.0005511763,0.0004233164,0.0004840218,0.000355115,0.0003613931,0.0004559217,0.0002602227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002670901,"about_ca_system_score_gemma":0.0003328545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005667506,"about_ca_topic_score_gemma":0.001037859,"domain_scores_codex":[0.999374,0.00009651077,0.00007626872,0.00008400143,0.0002135047,0.0001558065],"domain_scores_gemma":[0.9987357,0.0002038493,0.0006776734,0.00004350181,0.0001379625,0.0002013063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001043721,0.0004498972,0.9756109,0.0001337807,0.0001154209,0.006736907,0.0002026653,0.000165987,0.00167134,0.00002838823,0.0002360925,0.01360485],"study_design_scores_gemma":[0.0001004659,0.005465031,0.9422146,0.0001766652,0.0001545593,0.04863019,0.001152539,0.0002787079,0.0008724162,0.0001438817,0.0007844194,0.00002652766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986098,0.0008021089,0.0001048086,0.00006095727,0.0000165273,0.00001487949,0.00007626551,0.000004260098,0.0003103437],"genre_scores_gemma":[0.9992507,0.000286061,0.0000623321,0.00004073405,0.00002715132,0.00000845649,0.0001499825,0.000001536295,0.000173115],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001886063,"threshold_uncertainty_score":0.006309509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01820884325931926,"score_gpt":0.2845705816371989,"score_spread":0.2663617383778797,"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."}}