{"id":"W2345076853","doi":"10.1136/bmj.i2217","title":"Total hip arthroplasty after hip fracture","year":2016,"lang":"en","type":"letter","venue":"BMJ","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Hip fracture; Medicine; Total hip arthroplasty; Arthroplasty; Computer science; Surgery; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008159678,0.0002645756,0.0007594806,0.001124577,0.007014744,0.004235746,0.001373555,0.03713387,0.007686432],"category_scores_gemma":[0.09593695,0.0006717156,0.0008162778,0.001663988,0.005240338,0.004233619,0.003510834,0.03342443,0.002136444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006251151,"about_ca_system_score_gemma":0.01443716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02334725,"about_ca_topic_score_gemma":0.05617777,"domain_scores_codex":[0.9887422,0.004058478,0.002027855,0.0005182644,0.002905217,0.001748068],"domain_scores_gemma":[0.9417626,0.03063611,0.008935845,0.00160536,0.007048176,0.01001187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001152262,0.0001466892,0.01974247,0.0002738431,0.00006878341,0.006207244,0.003009693,0.0001410531,0.0002374634,0.009865941,0.9258611,0.03433044],"study_design_scores_gemma":[0.0005968877,0.0002800289,0.05681942,0.006865662,0.0001972613,0.01551667,0.01623745,0.001179021,0.0004161797,0.06067744,0.8409576,0.0002563757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001608187,0.0006107896,0.00002624847,0.9925154,0.002753916,0.000003301217,0.00002098887,0.000003168715,0.002457967],"genre_scores_gemma":[0.02494912,0.001796818,0.0001326871,0.9503742,0.01991246,0.00001834636,0.00003597301,0.00001282375,0.002767591],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03713387,"threshold_uncertainty_score":0.04642272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01197268714054258,"score_gpt":0.2744259623200694,"score_spread":0.2624532751795268,"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."}}