{"id":"W4390475930","doi":"10.1302/0301-620x.106b1.bjj-2023-0594.r1","title":"Reconstruction following oncological iliosacral resection","year":2024,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Management of metastatic bone disease","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Ambulatory; Surgery; Sacroiliac joint; Radiation therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003000737,0.0003304305,0.0003870776,0.0004951835,0.0004180917,0.000613108,0.0002408136,0.0003434026,0.001943836],"category_scores_gemma":[0.002525755,0.0001509469,0.0002968396,0.000503547,0.0006875808,0.0002876028,0.0005614271,0.0004478109,0.0002840212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004168228,"about_ca_system_score_gemma":0.0003791886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000696036,"about_ca_topic_score_gemma":0.001175937,"domain_scores_codex":[0.99962,0.00007517744,0.00004069256,0.00004987478,0.00007590462,0.0001384078],"domain_scores_gemma":[0.9988593,0.0002375252,0.0006055756,0.00005385328,0.00004864922,0.0001949786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001296556,0.0001240048,0.9094722,0.0003231127,0.0001177302,0.04151988,0.0004737676,0.0005646343,0.005681445,0.0001560608,0.0005417017,0.03972892],"study_design_scores_gemma":[0.00008406126,0.001913156,0.7629365,0.0001522333,0.00007202343,0.2292078,0.001251337,0.0005896795,0.002371087,0.0002021608,0.001198085,0.0000218452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976391,0.001334587,0.0002946705,0.00005442702,0.000013964,0.00001059439,0.00003824736,0.00001217729,0.0006023821],"genre_scores_gemma":[0.9993869,0.0003105088,0.00008500172,0.00002420265,0.00001064024,0.000003018836,0.00009186486,0.000001832201,0.00008596966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001943836,"threshold_uncertainty_score":0.006502748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470992990799376,"score_gpt":0.3170661034867654,"score_spread":0.2723561735787716,"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."}}