{"id":"W3204562573","doi":"10.3390/curroncol28050320","title":"The Surgical Management of Proximal Femoral Metastases: A Narrative Review","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intramedullary rod; Surgery; Quality of life (healthcare); Femur; Hip pain; Disease; Narrative review; Anemia; Intensive care medicine; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00180689,0.0005709695,0.004434253,0.0001386483,0.00011108,0.00001874624,0.0004608324,0.0001280638,0.0007212544],"category_scores_gemma":[0.0002348053,0.0003365354,0.001473988,0.0007106458,0.0003403657,0.00003694506,0.0005354779,0.0006869842,0.00007783137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063773,"about_ca_system_score_gemma":0.000937671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.242125e-7,"about_ca_topic_score_gemma":8.997462e-7,"domain_scores_codex":[0.9947794,0.001616944,0.001687379,0.0006880521,0.0007366093,0.0004915784],"domain_scores_gemma":[0.9968203,0.0004992399,0.001108338,0.001037944,0.0002793535,0.0002547941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003499788,0.0008249315,0.000001549371,0.2238474,0.001587909,0.001039049,0.00003186724,1.092751e-8,1.073681e-9,0.002929195,0.04453656,0.7251665],"study_design_scores_gemma":[0.001043617,0.0002878032,0.000001796232,0.1185274,0.01863278,0.0001971284,0.0003449408,0.000001882033,3.740982e-8,0.00002152449,0.8607256,0.0002153969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001165466,0.9864308,0.00002761497,0.0007388887,0.001026237,0.005274013,0.00008576641,0.00003215998,0.00638341],"genre_scores_gemma":[4.286771e-7,0.9951451,0.0007907377,0.00008764584,0.0001477538,0.001356543,0.0009077745,0.00004598411,0.001518019],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8161891,"threshold_uncertainty_score":0.9999087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209651757938917,"score_gpt":0.5164270082954951,"score_spread":0.2954618325016035,"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."}}