{"id":"W2336225570","doi":"10.2106/jbjs.j.01823","title":"Reconstruction of Proximal Humeral Defects with Shoulder Arthrodesis Using Free Vascularized Fibular Graft","year":2012,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Arthrodesis; Arthroplasty; Rotator cuff; Elbow; Radiography; Proximal humerus; Humerus; Complication","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":[0.0007409783,0.000123499,0.0008195443,0.0002931884,0.00004816768,0.00001062453,0.000007642738,0.00006248686,0.0000504746],"category_scores_gemma":[0.0001313451,0.0000805864,0.0003510832,0.0001154344,0.00006764778,0.0002283905,0.00001465459,0.0001302005,3.799278e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003852374,"about_ca_system_score_gemma":0.00009957465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003043457,"about_ca_topic_score_gemma":0.000002462924,"domain_scores_codex":[0.9987655,0.00006005686,0.0006048633,0.00008444557,0.0002918624,0.000193271],"domain_scores_gemma":[0.9988976,0.0001142791,0.0005231274,0.0001447147,0.0001595776,0.0001607523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003889914,0.0005205162,0.9810812,0.0001193728,0.0005439098,0.0001889338,0.0001041313,0.000006023487,0.008888673,0.00001362048,0.0002977774,0.007846776],"study_design_scores_gemma":[0.003266476,0.0003598165,0.9469509,0.00142711,0.001422006,0.01124421,0.0001723697,0.0000457915,0.03461167,0.0001106539,0.0002271312,0.0001619413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914258,0.007701547,0.0002741199,0.0002790375,0.0001679143,0.0001181721,0.000001746611,0.000005080986,0.00002658358],"genre_scores_gemma":[0.9922711,0.0005097621,0.006918309,0.00006520219,0.0002117703,0.000002357292,0.000001367769,0.00001475629,0.000005430175],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03413045,"threshold_uncertainty_score":0.3286218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127472385076205,"score_gpt":0.2549518151027679,"score_spread":0.2136770912520058,"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."}}