{"id":"W2089924607","doi":"10.1016/j.arth.2004.02.007","title":"Intraoperative hip fractures","year":2004,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Women's College Hospital","funders":"","keywords":"Medicine; Intramedullary rod; Calcar; Surgery; Fixation (population genetics); Femur; Osteotomy; Implant; Greater trochanter; Trochanter; Femoral neck; Osteoporosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003079111,0.00009881487,0.0002123676,0.00005948499,0.000102493,0.00001250695,0.00007531726,0.00005121309,0.0003595188],"category_scores_gemma":[0.0001465606,0.00004573984,0.00009276068,0.00008545681,0.000133773,0.0000992476,0.00001449014,0.0004694146,0.0000556602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004060602,"about_ca_system_score_gemma":0.0001819401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001067783,"about_ca_topic_score_gemma":0.00001580705,"domain_scores_codex":[0.9992355,0.0000499015,0.0002561119,0.00004742147,0.0002728048,0.0001382751],"domain_scores_gemma":[0.9993432,0.00009134726,0.0001643657,0.0001350952,0.0001546289,0.0001113707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02418105,0.005048766,0.05655244,0.0002884271,0.005131559,0.00512621,0.1901296,0.0415049,0.2767302,0.006613834,0.1423256,0.2463674],"study_design_scores_gemma":[0.01562778,0.007618651,0.5037427,0.0007972696,0.00102363,0.01848367,0.00778831,0.00003191116,0.2655909,0.008003592,0.1707496,0.0005420294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885244,0.0009830793,0.001854957,0.00676062,0.0003099387,0.00008961306,0.000001329914,0.00000951132,0.001466491],"genre_scores_gemma":[0.9964663,0.0002949409,0.0005859759,0.001885648,0.0006179782,3.183485e-7,5.244558e-7,0.00001035736,0.0001379941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4471902,"threshold_uncertainty_score":0.3936478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009807358901842608,"score_gpt":0.2805300400812364,"score_spread":0.2707226811793939,"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."}}