{"id":"W2154113832","doi":"10.1302/0301-620x.85b5.13838","title":"Endoprosthetic replacement of the proximal humerus","year":2003,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery - British Volume","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humerus; Proximal humerus; Medicine; Surgery","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":[0.001092614,0.00009818908,0.000617198,0.00009745716,0.00008983889,0.00002731014,0.00001654763,0.00005013178,0.0003642403],"category_scores_gemma":[0.0004036849,0.00007421811,0.0003337133,0.000107491,0.0001463978,0.0000985787,0.00002340835,0.0002319497,0.000002390346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001880846,"about_ca_system_score_gemma":0.0002056218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003790585,"about_ca_topic_score_gemma":0.000007245878,"domain_scores_codex":[0.9982955,0.00007962819,0.000901044,0.0001144948,0.0003974589,0.0002118311],"domain_scores_gemma":[0.9989188,0.00004896876,0.0005949098,0.0001482587,0.0001509719,0.000138148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003425831,0.0006778954,0.8408991,0.0003662528,0.0002039593,0.001779672,0.0002124178,0.000001686262,0.003235026,0.00008350573,0.07014853,0.08204945],"study_design_scores_gemma":[0.002510492,0.0007689561,0.708804,0.002124612,0.0002259883,0.09193309,0.0002389536,0.00002135576,0.002722114,0.0001285901,0.1903124,0.0002093969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993778,0.003731091,0.00002453716,0.000763308,0.0005451935,0.0001523625,0.000009409222,0.000004894739,0.000991208],"genre_scores_gemma":[0.9964288,0.0009845276,0.0002588848,0.0003338466,0.00009883751,0.00000162364,8.41093e-7,0.0000137392,0.001878918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.132095,"threshold_uncertainty_score":0.3988176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01482396588742577,"score_gpt":0.2124917618475057,"score_spread":0.1976677959600799,"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."}}