{"id":"W2515347107","doi":"","title":"TECHNICAL ASPECTS OF LIMB AND JOINT SALVAGE SURGERY FOR THE MANAGEMENT OF AGGRESSIVE JUXTA-ARTICULAR AND PERIACETABULAR BONE TUMORS","year":2004,"lang":"en","type":"article","venue":"","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Sarcoma; Internal fixation; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001172346,0.0005156157,0.0001960144,0.001293501,0.0006248147,0.0008863773,0.0003920418,0.0008023886,0.003354867],"category_scores_gemma":[0.001751192,0.0002461674,0.000438445,0.0004653805,0.0007542227,0.0007863464,0.0004864761,0.001260027,0.001487731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003569283,"about_ca_system_score_gemma":0.0004289845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004812817,"about_ca_topic_score_gemma":0.002315569,"domain_scores_codex":[0.9994844,0.000150287,0.00007684095,0.00003032658,0.0001932012,0.00006486721],"domain_scores_gemma":[0.9992802,0.0003964781,0.0001101958,0.00005225593,0.00005509514,0.0001058102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006151528,0.0009538332,0.03563341,0.001304068,0.0001222588,0.08337364,0.001108475,0.006540272,0.06251703,0.005429589,0.01416707,0.7882352],"study_design_scores_gemma":[0.00005720287,0.00157796,0.04814875,0.0001767637,0.00008014072,0.8284799,0.0004696769,0.002561383,0.01041299,0.004995734,0.1029466,0.00009279639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5595573,0.1443649,0.1556399,0.02142965,0.002639948,0.0004499911,0.0001667723,0.0007765371,0.1149751],"genre_scores_gemma":[0.7958891,0.07052035,0.09950439,0.003410833,0.007639637,0.000162568,0.0001981025,0.0001889431,0.02248617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003354867,"threshold_uncertainty_score":0.0112232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02294337385237545,"score_gpt":0.261665362515562,"score_spread":0.2387219886631865,"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."}}