{"id":"W4396789401","doi":"10.2106/jbjs.23.00707","title":"Distraction Osteogenesis Reconstruction Following Resection of Bone Sarcomas","year":2024,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Bone fractures and treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute","keywords":"Medicine; Interquartile range; Surgery; Distraction osteogenesis; Weight-bearing; Bone healing; Chemotherapy; Distraction","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":[],"consensus_categories":[],"category_scores_codex":[0.0007058265,0.00009489795,0.0005694445,0.0004784989,0.0000467205,0.00002455336,0.000003685451,0.00007967714,0.00005240942],"category_scores_gemma":[0.0001247967,0.00007020831,0.0005286083,0.000163731,0.00002443579,0.0002652096,0.000007287585,0.0001848841,0.000002091506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006097145,"about_ca_system_score_gemma":0.0000944136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006684446,"about_ca_topic_score_gemma":0.000007688767,"domain_scores_codex":[0.9987366,0.0000358431,0.0007774245,0.0001054957,0.0002397317,0.0001048626],"domain_scores_gemma":[0.9992483,0.0001446067,0.0003610014,0.00007766164,0.00007833091,0.00009007606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001473352,0.000371309,0.1334926,0.001036223,0.001365551,0.003392095,0.0002148617,0.000006905429,0.193128,0.00002896121,0.005405734,0.6600844],"study_design_scores_gemma":[0.001991461,0.001378323,0.8479096,0.007329043,0.002061737,0.04045306,0.0006433977,0.0001538183,0.08435244,0.0009715413,0.01246016,0.0002954574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851289,0.01208115,0.0001193663,0.0009581601,0.001441016,0.0000593173,0.000003412463,0.00001173217,0.0001969133],"genre_scores_gemma":[0.9974633,0.001721999,0.0002705309,0.00002323629,0.0003145127,0.000001012561,0.000005517901,0.00001344348,0.0001864412],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.714417,"threshold_uncertainty_score":0.2863012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02609995325136719,"score_gpt":0.270535435464723,"score_spread":0.2444354822133558,"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."}}