{"id":"W7037693019","doi":"","title":"Endoprosthetic replacement of the distal humerus following resection of bone tumours","year":2007,"lang":"en","type":"article","venue":"UCL Discovery (University College London)","topic":"Medical Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Elbow; Amputation; Humerus; Bone tumours; Resection; Stage (stratigraphy); Upper limb","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004433219,0.0001145725,0.0003050193,0.000190973,0.0001645556,0.000004152221,0.0001644002,0.00006456904,0.00009934723],"category_scores_gemma":[0.0003103696,0.0000877603,0.0003142064,0.0006048827,0.000211807,0.000199028,0.0002211489,0.000184404,0.000006348197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025802,"about_ca_system_score_gemma":0.0002271281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000431112,"about_ca_topic_score_gemma":0.0002979366,"domain_scores_codex":[0.9983674,0.00006864551,0.0002108328,0.0002252133,0.0008190009,0.0003088791],"domain_scores_gemma":[0.9990379,0.0001251019,0.0001387079,0.0004419,0.00007393857,0.0001824869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05200921,0.006451085,0.7680034,0.001375219,0.002287055,0.007517538,0.002153202,0.00001405086,0.1080248,0.03188811,0.01503199,0.005244322],"study_design_scores_gemma":[0.03505486,0.007438205,0.7812541,0.001527981,0.001397842,0.0002702677,0.01554781,0.0003102542,0.1487625,0.0008117914,0.007081145,0.0005432714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909993,0.0001446955,0.0005962158,0.0005953568,0.0001512351,0.0005864753,0.0001272745,0.0000125506,0.006786837],"genre_scores_gemma":[0.9807705,0.00003046853,0.0001194382,0.00003208148,0.00002046771,6.740543e-7,0.00002168783,0.000009571369,0.0189951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0407377,"threshold_uncertainty_score":0.3578761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01102837945174262,"score_gpt":0.2502497201066107,"score_spread":0.2392213406548681,"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."}}