{"id":"W3132904080","doi":"10.1186/s12891-021-04062-6","title":"Differences between proximal bone remodeling in femoral revisions for aseptic loosening and periprosthetic fractures using the Wagner SL stem","year":2021,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Szegedi Tudományegyetem","keywords":"Medicine; Periprosthetic; Radiological weapon; Bone remodeling; Surgery; Orthopedic surgery; Radiography; Arthroplasty; Internal medicine","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":[0.0002805308,0.0002293391,0.000410069,0.00008545751,0.0003061725,0.00006502036,0.00005915613,0.00009759926,0.00005575282],"category_scores_gemma":[0.0001917901,0.0001476868,0.0002252639,0.0001788105,0.0001692091,0.000107459,0.00008435304,0.000260212,0.000001483514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002311121,"about_ca_system_score_gemma":0.0001401797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003413108,"about_ca_topic_score_gemma":0.0001680507,"domain_scores_codex":[0.9984478,0.0001102803,0.0003687763,0.0004109001,0.0002580569,0.0004041952],"domain_scores_gemma":[0.9992489,0.0002539841,0.00008994487,0.0002427297,0.00005165761,0.0001127725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001488463,0.0001903859,0.7305424,0.001350601,0.00007241902,0.00002669028,0.001128342,0.000186907,0.001861139,0.0002100565,0.00004635748,0.2642359],"study_design_scores_gemma":[0.004446588,0.0005009264,0.9456217,0.001328664,0.0004572476,0.000171587,0.006340618,0.03783496,0.00008149018,0.0004064822,0.002196589,0.0006131975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908181,0.002382312,0.004930414,0.0008474349,0.0001019638,0.0007582178,0.00001903691,0.00003130201,0.0001112338],"genre_scores_gemma":[0.9942793,0.0001393746,0.005026897,0.0001475591,0.0001609311,0.00002954178,0.0000364865,0.00003411696,0.0001458169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2636227,"threshold_uncertainty_score":0.6022493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03540015226668309,"score_gpt":0.3130962819734773,"score_spread":0.2776961297067942,"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."}}