{"id":"W4402922412","doi":"10.3390/curroncol31100425","title":"Outcomes of Abductor Repair Using Mesh Augmentation in Oncologic Proximal Femur Replacement","year":2024,"lang":"en","type":"article","venue":"Current Oncology","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Implant; Surgery; Soft tissue; Femur; Ambulatory","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003845611,0.0001981029,0.0002541334,0.0005226072,0.0003016582,0.0004157178,0.0001774095,0.0002465385,0.0009196093],"category_scores_gemma":[0.001908342,0.00008275529,0.0003147157,0.0003939987,0.0003029393,0.0002515976,0.0003607982,0.0002255374,0.0001616372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350708,"about_ca_system_score_gemma":0.000225852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003779814,"about_ca_topic_score_gemma":0.0008660548,"domain_scores_codex":[0.9997001,0.00007072012,0.00005627888,0.00003321312,0.00007970211,0.00006009103],"domain_scores_gemma":[0.9989605,0.0002212202,0.0005660056,0.00004836473,0.00007305915,0.0001308179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000684557,0.0002855331,0.9589882,0.00009222022,0.00009463423,0.003264489,0.0002679098,0.0003395652,0.002235438,0.0000449964,0.0001443331,0.03355806],"study_design_scores_gemma":[0.00004120881,0.003205022,0.963484,0.00004951291,0.00009294364,0.03006522,0.0005582269,0.0005706114,0.001244376,0.00007570329,0.0006003459,0.00001284264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999313,0.0003596466,0.0000861551,0.00001470166,0.000004210427,0.000004913572,0.00002616532,0.000001848094,0.0001894172],"genre_scores_gemma":[0.9997068,0.0001154155,0.00006249755,0.000008040252,0.000006137275,0.000002815168,0.00004653503,7.225125e-7,0.00005099335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009196093,"threshold_uncertainty_score":0.003076375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1750008194040814,"score_gpt":0.4739370175615104,"score_spread":0.2989361981574289,"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."}}