{"id":"W2801522221","doi":"10.1097/bot.0000000000001162","title":"Factors Associated With Revision Surgery After Internal Fixation of Hip Fractures","year":2018,"lang":"en","type":"article","venue":"Journal of Orthopaedic Trauma","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; McMaster University; Impact","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Institutes of Health; Greenville Health System; Canadian Institutes of Health Research; National Institute for Health and Care Research; Pacira BioSciences; ZonMw; Amgen; Stryker; McMaster University; University of Minnesota; Eli Lilly and Company","keywords":"Medicine; Internal fixation; Confidence interval; Hazard ratio; Surgery; Implant; Hip fracture; Femoral neck; Hip resurfacing; Arthroplasty; Randomized controlled trial; Internal medicine; Osteoporosis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009520217,0.000377124,0.0004812348,0.0007137821,0.0002679693,0.0005906702,0.0004998244,0.0005027192,0.002191626],"category_scores_gemma":[0.008507489,0.0002110776,0.001090454,0.0008777563,0.000371743,0.0002472324,0.000469262,0.0008911734,0.0001402396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002632473,"about_ca_system_score_gemma":0.0005916167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002901197,"about_ca_topic_score_gemma":0.002545175,"domain_scores_codex":[0.9989718,0.0002625895,0.0001530242,0.0001437872,0.0003256713,0.0001430467],"domain_scores_gemma":[0.9909022,0.002254435,0.005133858,0.0004766206,0.0006407868,0.000592028],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001409877,0.00001989688,0.9977801,0.00002133809,0.0001053355,0.0001116487,0.00002228923,0.00004959647,0.00007580459,0.000007661242,0.00006733672,0.001598067],"study_design_scores_gemma":[0.000008874444,0.0001157687,0.9982172,0.00001571856,0.00007212247,0.001136974,0.00005634502,0.000202517,0.00004623773,0.00002437331,0.00009798474,0.000005870277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971094,0.001684426,0.0003094173,0.0001205907,0.00002043855,0.00001764604,0.0002718184,0.00001374406,0.0004524817],"genre_scores_gemma":[0.9992228,0.0003156329,0.0001430301,0.00002591276,0.00003061444,0.000007335956,0.0001809386,0.000002978235,0.0000707978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002901197,"threshold_uncertainty_score":0.007331729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03382796934831094,"score_gpt":0.2950852379651224,"score_spread":0.2612572686168114,"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."}}