{"id":"W2358910577","doi":"","title":"Periprosthetic Femur Fracture after Hip Arthroplasty by Amplectant Machine","year":2010,"lang":"en","type":"article","venue":"Huaxi yixue","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Prosthesis; Femur; Bone grafting; Surgery; Fixation (population genetics); Femur fracture; Hip arthroplasty; Arthroplasty; Femoral fracture; Dentistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001463162,0.0003235351,0.0003783366,0.00008332456,0.0001656004,0.00005699048,0.00008042859,0.0002245026,0.009246906],"category_scores_gemma":[0.00008288812,0.0002327737,0.0001517327,0.0001387605,0.0002010796,0.0001060717,0.00005542789,0.0008798517,0.000540962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001955065,"about_ca_system_score_gemma":0.000120482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001014389,"about_ca_topic_score_gemma":0.0002047049,"domain_scores_codex":[0.9982879,0.0000292852,0.0003094512,0.0004491088,0.0003801232,0.0005441792],"domain_scores_gemma":[0.9989118,0.00004428087,0.0000861136,0.0005252712,0.00006766371,0.0003648462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002461167,0.002075973,0.4036361,0.0003849281,0.0003379321,0.002515676,0.002281656,0.000002983383,0.1598472,0.0008924084,0.1783398,0.2472241],"study_design_scores_gemma":[0.001888676,0.0003746372,0.09464474,0.00004915226,0.00006804899,0.001518892,0.00003631602,0.0001155449,0.002561264,0.00005197676,0.8983657,0.0003250148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911115,0.0007727726,0.0003112371,0.002708817,0.001002626,0.0004389031,0.0001899617,0.0001681148,0.003296071],"genre_scores_gemma":[0.9907359,0.00007488119,0.0005009824,0.003617453,0.0005180874,0.00004542628,0.0001386908,0.00006375684,0.004304774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7200259,"threshold_uncertainty_score":0.9916587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005351304603955428,"score_gpt":0.2300760210071208,"score_spread":0.2247247164031654,"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."}}