{"id":"W4360848018","doi":"10.3390/curroncol30040272","title":"Functional Outcomes and Shoulder Instability in Reconstruction of Proximal Humerus Metastases","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Humerus; Orthopedic surgery; Surgery; Dash; Shoulders; Retrospective cohort study; Prosthesis; Proximal humerus; Scapula; Arthroplasty","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00037689,0.0002023151,0.0002643102,0.0005767035,0.0003083383,0.0003330282,0.0001735367,0.0003325913,0.001900857],"category_scores_gemma":[0.001699479,0.0001047517,0.0003435709,0.0004899201,0.0002097295,0.0002809504,0.0004104903,0.0002734999,0.0001558958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001819515,"about_ca_system_score_gemma":0.0002040597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006288634,"about_ca_topic_score_gemma":0.001194701,"domain_scores_codex":[0.9996969,0.00006209656,0.00005036709,0.00004640942,0.00008366267,0.00006063767],"domain_scores_gemma":[0.9988945,0.0001533106,0.0006985897,0.00002100917,0.00007211685,0.0001603739],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001690338,0.00006337361,0.9963654,0.0000302922,0.00003073738,0.0003035555,0.00006382681,0.000038898,0.0002224372,0.000008955561,0.00003722165,0.002666271],"study_design_scores_gemma":[0.000009384947,0.0006489062,0.9962972,0.00002347343,0.00003949707,0.002368137,0.0002539089,0.00009454256,0.0001129662,0.00002657596,0.0001212285,0.000004081624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994109,0.0003434066,0.00003189146,0.00001835884,0.000002333927,0.000004027636,0.00007178535,5.791568e-7,0.0001167793],"genre_scores_gemma":[0.9996712,0.0001160507,0.00002659288,0.000008552494,0.000006086737,0.000004958005,0.0001070702,2.733261e-7,0.00005924414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001900857,"threshold_uncertainty_score":0.006358981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1739878757370925,"score_gpt":0.4314655664815772,"score_spread":0.2574776907444847,"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."}}