{"id":"W2047983123","doi":"10.1097/bot.0b013e318176191f","title":"Optimal Internal Fixation for Femoral Neck Fractures: Multiple Screws or Sliding Hip Screws?","year":2009,"lang":"en","type":"review","venue":"Journal of Orthopaedic Trauma","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal fixation; Arthroplasty; Dynamic hip screw; Fixation (population genetics); Surgery; Randomized controlled trial; Femoral neck; Population; Osteoporosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001206144,0.0008190607,0.003506711,0.0009829486,0.0001857919,0.0001435569,0.0004971455,0.0008262736,0.0004470802],"category_scores_gemma":[0.001852693,0.0005010011,0.002948536,0.0003818589,0.00006905785,0.0003625426,0.00004112826,0.002091056,0.00002641105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003059217,"about_ca_system_score_gemma":0.0009990352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011666,"about_ca_topic_score_gemma":0.00001392223,"domain_scores_codex":[0.9951006,0.00018527,0.002602445,0.0004701171,0.000975973,0.0006656349],"domain_scores_gemma":[0.9946789,0.000743771,0.003038812,0.0004123183,0.0004817262,0.0006445223],"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":[0.002009053,0.0002893436,0.0002966749,0.005290997,0.0006852567,0.0008185336,0.0002152546,0.00002444907,0.000002672064,0.000006903748,0.01312509,0.9772358],"study_design_scores_gemma":[0.005193304,0.002575496,0.0009564686,0.02895428,0.003928239,0.004942758,0.0001222981,0.00009872139,0.00001943447,0.00001207531,0.9527218,0.0004751476],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002018815,0.9861162,0.008140882,0.0002567554,0.001382286,0.001562422,0.00007343609,0.00005447372,0.0003947025],"genre_scores_gemma":[0.005484514,0.9603394,0.02407657,0.0007153458,0.007805943,0.00003379343,0.0001802155,0.0001615456,0.001202688],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9767606,"threshold_uncertainty_score":0.9997442,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08116471705757683,"score_gpt":0.3850305260788475,"score_spread":0.3038658090212706,"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."}}