{"id":"W2325403087","doi":"10.1097/bot.0000000000000508","title":"Periprosthetic Atypical Femoral Fractures in Patients on Long-term Bisphosphonates","year":2016,"lang":"en","type":"review","venue":"Journal of Orthopaedic Trauma","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Periprosthetic; Bisphosphonate; Surgery; Orthopedic surgery; Arthroplasty; Bone Density Conservation Agents; Osteoporosis; Internal medicine; Bone density","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005191129,0.0007284895,0.002966824,0.0008278214,0.00007917345,0.00004669194,0.0002918558,0.0005786106,0.001060556],"category_scores_gemma":[0.0002634228,0.0003932605,0.001585495,0.0003074283,0.0002129884,0.0001535049,0.00006242743,0.001674049,0.0001520193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002726578,"about_ca_system_score_gemma":0.0005432825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001543357,"about_ca_topic_score_gemma":0.000005754257,"domain_scores_codex":[0.9955317,0.0001925634,0.002039885,0.00044508,0.001157761,0.0006329788],"domain_scores_gemma":[0.9971989,0.0002601062,0.00141682,0.0004106956,0.0001967596,0.000516699],"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":[0.0009947779,0.0007777758,0.07604222,0.002543352,0.0001929741,0.001692955,0.0000345234,1.034303e-7,7.11151e-8,0.000008971379,0.0008636227,0.9168487],"study_design_scores_gemma":[0.005617126,0.002703801,0.3682899,0.05122523,0.0005789343,0.001669648,0.000004918859,1.43307e-7,0.00000182161,0.000005395731,0.5695249,0.0003781557],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.09420827,0.9026996,0.000006818324,0.0001200293,0.001822882,0.0007617684,0.00007028366,0.00002297401,0.0002873162],"genre_scores_gemma":[0.04077299,0.9573196,0.00007762563,0.0002304329,0.0009939696,0.0000117223,0.00005118109,0.0001179177,0.0004245563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9164705,"threshold_uncertainty_score":0.9998526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02702238660920755,"score_gpt":0.328561597561348,"score_spread":0.3015392109521405,"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."}}