{"id":"W1205351037","doi":"10.2106/00004623-200309000-00004","title":"INTERNAL FIXATION COMPARED WITH ARTHROPLASTY FOR DISPLACED FRACTURES OF THE FEMORAL NECK","year":2003,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; McMaster University; Health Sciences Centre","funders":"","keywords":"Medicine; Internal fixation; Arthroplasty; Femoral neck; Surgery; Relative risk; Fixation (population genetics); Randomized controlled trial; Orthopedic surgery; Confidence interval; Internal medicine; Population","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":[0.0006670781,0.0002496135,0.002767397,0.0002877875,0.00005759215,0.00002197374,0.00002392926,0.0001576791,0.00004778104],"category_scores_gemma":[0.0003251448,0.0001134803,0.001084757,0.0001264137,0.00009422996,0.00007304583,0.00001529573,0.0004907247,5.863739e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000363462,"about_ca_system_score_gemma":0.0004858181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005092843,"about_ca_topic_score_gemma":0.000005431243,"domain_scores_codex":[0.9979429,0.0001104916,0.001335229,0.0001234341,0.000327656,0.0001602891],"domain_scores_gemma":[0.9964239,0.0004525355,0.002626375,0.0001683985,0.0002126524,0.0001161344],"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":[0.002757985,0.0006410273,0.01800208,0.04191005,0.0024358,0.000301279,0.000458231,0.00001524045,0.00002671117,0.00002502081,0.1390778,0.7943488],"study_design_scores_gemma":[0.0009280205,0.0002628249,0.01383026,0.03410277,0.00162882,0.00286501,0.00004581046,0.00000518859,0.00003341993,0.00002519661,0.9461072,0.0001654428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01525167,0.9828233,0.0005238471,0.0002081231,0.0006269079,0.0004352759,0.00002607558,0.000003631071,0.0001012108],"genre_scores_gemma":[0.02115864,0.9771906,0.0004645258,0.0002376386,0.0004958366,0.000007375862,0.00002208559,0.0000404038,0.0003828964],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8070295,"threshold_uncertainty_score":0.4627591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04749831161393923,"score_gpt":0.3150593417675374,"score_spread":0.2675610301535982,"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."}}