{"id":"W1940807930","doi":"","title":"Functional and radiographic outcome after tumor limb salvage surgery using STANMORE megaprostheses.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Amputation; Radiography","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":[0.0002180624,0.0002847,0.0002974575,0.0004335873,0.0002132723,0.000246355,0.0001445814,0.0002997409,0.001622553],"category_scores_gemma":[0.0009588228,0.00009326565,0.0004138227,0.0002324759,0.0002457821,0.0001971258,0.0002406497,0.000179871,0.00037034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001844176,"about_ca_system_score_gemma":0.0001212063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003193269,"about_ca_topic_score_gemma":0.000602264,"domain_scores_codex":[0.9998556,0.00002540511,0.00001715148,0.00002131183,0.00004261036,0.00003786622],"domain_scores_gemma":[0.999379,0.0001076899,0.0003003928,0.00004108097,0.0000430451,0.0001288007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007224484,0.000147468,0.9571664,0.00008030079,0.0001725061,0.007028067,0.0001605922,0.0005797796,0.004228283,0.00002651898,0.0003413084,0.02934642],"study_design_scores_gemma":[0.00004837725,0.002913459,0.9420764,0.0000270105,0.000105799,0.0522186,0.0001384038,0.0005079806,0.001188636,0.00003312611,0.0007293883,0.00001286581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991548,0.0004110461,0.0001025817,0.00001306391,0.000003971481,0.000003739331,0.00006221263,0.000004969045,0.0002435546],"genre_scores_gemma":[0.9994854,0.0001203418,0.00005517797,0.00001652848,0.000008512777,0.000004164669,0.0001800871,0.000001426432,0.0001283519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001622553,"threshold_uncertainty_score":0.005428016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1124769186877024,"score_gpt":0.2445299783883349,"score_spread":0.1320530597006325,"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."}}