{"id":"W4410909294","doi":"10.1302/0301-620x.107b6.bjj-2024-1045.r1","title":"Durom hip resurfacing at 15 years","year":2025,"lang":"en","type":"article","venue":"The Bone & Joint Journal","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Hip resurfacing; Implant; Surgery; Radiological weapon; Internal medicine; Logistic regression","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008274864,0.0003855974,0.0004563151,0.001024371,0.0003155151,0.0004335627,0.0003761802,0.0002540331,0.002101882],"category_scores_gemma":[0.002028595,0.00009929133,0.0007004377,0.0004233579,0.0002100058,0.000357355,0.0005053313,0.00034501,0.0003735195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002900214,"about_ca_system_score_gemma":0.0002135122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259459,"about_ca_topic_score_gemma":0.002225786,"domain_scores_codex":[0.9995742,0.00005344164,0.00006019646,0.00009546338,0.00009153548,0.0001251109],"domain_scores_gemma":[0.9986375,0.0001463668,0.0007881833,0.00005597874,0.0001804653,0.0001914269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005141328,0.0000367034,0.9924723,0.0000192611,0.00004977909,0.0002349451,0.0000656997,0.0001563087,0.0002851903,0.00001714572,0.0001427114,0.006005938],"study_design_scores_gemma":[0.00001441688,0.0009241152,0.9969891,0.00001540612,0.00004914261,0.001004998,0.00008989418,0.0002644108,0.0002408386,0.00003041946,0.0003691613,0.000008228509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981694,0.0003777891,0.0001361279,0.00002062484,0.000008042907,0.000007309391,0.0007776178,0.0000108374,0.000492182],"genre_scores_gemma":[0.9988403,0.00007707816,0.00008220294,0.00001053426,0.000007656266,0.000007705945,0.0007079291,0.000001126874,0.0002655206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002259459,"threshold_uncertainty_score":0.007031441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02138169599926598,"score_gpt":0.2645591960901503,"score_spread":0.2431775000908843,"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."}}