{"id":"W2046290393","doi":"10.4061/2011/257572","title":"Proximal Femoral Allograft for Major Segmental Femoral Bone Loss: A Systematic Literature Review","year":2011,"lang":"en","type":"article","venue":"Advances in Orthopedics","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Impaction; Osteolysis; Surgery; Stress shielding; Total hip arthroplasty; Arthroplasty; Femoral bone; Orthopedic surgery; Fixation (population genetics); Femur; Implant","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006214927,0.0003531747,0.0009753791,0.0001511965,0.00009815415,0.00002270517,0.0001265,0.0001341311,0.0001168303],"category_scores_gemma":[0.0002884936,0.0002551678,0.000250435,0.000390563,0.0001675098,0.0004864314,0.00007279201,0.0003485012,0.00002448342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005284158,"about_ca_system_score_gemma":0.00008054939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000290509,"about_ca_topic_score_gemma":0.00004796913,"domain_scores_codex":[0.9975564,0.00007763392,0.0009264633,0.0004735764,0.000401134,0.0005648255],"domain_scores_gemma":[0.9988785,0.00007365047,0.000305962,0.0004051054,0.0001182425,0.0002185556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.001549041,0.001642395,0.4077594,0.5320998,0.0002319701,0.005524293,0.001871358,0.000001731973,0.00005428594,0.001771072,0.00298745,0.04450718],"study_design_scores_gemma":[0.02586142,0.0074046,0.01904882,0.7165197,0.002928733,0.0206809,0.001419465,0.0006554706,0.0003133571,0.0007690351,0.2014298,0.002968714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07444742,0.9022146,0.002760145,0.0009085311,0.002205451,0.01149235,0.0003755369,0.0003166011,0.005279335],"genre_scores_gemma":[0.4162397,0.427976,0.1313115,0.01249578,0.001775307,0.002410539,0.001004175,0.0002928348,0.006494186],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4742386,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0182736546794562,"score_gpt":0.2915266836245236,"score_spread":0.2732530289450674,"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."}}