{"id":"W3133826900","doi":"10.1186/s10195-021-00567-x","title":"Promising medium-term results of anterior approach with an anatomical short stem in primary hip arthroplasty","year":2021,"lang":"en","type":"article","venue":"Journal of Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Osteolysis; Surgery; Radiography; Orthopedic surgery; Harris Hip Score; Arthroplasty; WOMAC; Osteoarthritis","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":[0.0006838613,0.0002177351,0.001085527,0.0002341797,0.00005152436,0.00001989058,0.00006718092,0.0001885966,0.0000131858],"category_scores_gemma":[0.00005609348,0.0001518344,0.0001320606,0.000234087,0.0003329966,0.0001953956,0.00004434666,0.0005631913,2.44088e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003133493,"about_ca_system_score_gemma":0.0006527337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003890071,"about_ca_topic_score_gemma":0.00003767815,"domain_scores_codex":[0.9975853,0.000146549,0.001206292,0.0003108917,0.000425113,0.0003258555],"domain_scores_gemma":[0.9986717,0.0001013238,0.0004300473,0.000220102,0.00026105,0.0003157643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005819346,0.001289568,0.8909289,0.0005679473,0.0002527893,0.007848189,0.000820902,0.000005792659,0.001253267,0.0001401985,0.00006726749,0.09100582],"study_design_scores_gemma":[0.01456293,0.003061732,0.8791946,0.001029787,0.0002486113,0.0981169,0.001305493,0.0003609922,0.00097887,0.00002277252,0.0008582794,0.0002589863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968223,0.001556485,0.0003335484,0.0003178733,0.0002215576,0.0001717145,0.00002283981,0.000009306823,0.0005443659],"genre_scores_gemma":[0.9944884,0.0007711213,0.004413921,0.0001267443,0.0001253392,0.000001870255,0.00002269678,0.00002515996,0.00002474378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09074683,"threshold_uncertainty_score":0.6191627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02240627983612249,"score_gpt":0.2651111197941449,"score_spread":0.2427048399580224,"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."}}