{"id":"W4284883239","doi":"10.1111/os.13368","title":"Revision Total Hip Arthroplasty with Severe Acetabular Defect: A Preliminary Exploration and Attempt of Robotic‐Assisted Technology","year":2022,"lang":"en","type":"article","venue":"Orthopaedic Surgery","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Science Foundation of Beijing Municipality","keywords":"Medicine; WOMAC; Surgery; Total hip arthroplasty; Osteoarthritis; Acetabular fracture; Acetabulum","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":[0.0007317592,0.0002968335,0.0007723997,0.0005522361,0.00033751,0.00001350087,0.00004407721,0.000127074,0.0005328265],"category_scores_gemma":[0.0002409327,0.0002370862,0.0002277499,0.0008088187,0.000282674,0.0002116042,0.0002092787,0.0004482435,0.000009173479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004918937,"about_ca_system_score_gemma":0.0002622897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009475021,"about_ca_topic_score_gemma":0.000004071811,"domain_scores_codex":[0.9976341,0.0001906615,0.0005662544,0.00053422,0.0006684505,0.0004062984],"domain_scores_gemma":[0.9985562,0.0003669836,0.0003399178,0.0004503386,0.0001087605,0.0001777767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002443157,0.000375951,0.5674005,0.000440964,0.0002275416,0.001160012,0.0002355074,0.0002278802,0.000495895,0.00005603787,0.002510492,0.424426],"study_design_scores_gemma":[0.01652433,0.0221385,0.7113079,0.003720739,0.002748174,0.1103195,0.007795349,0.002150866,0.001543549,0.00009890182,0.1189587,0.002693551],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942081,0.002417842,0.0004872662,0.001431962,0.0004432269,0.0006172001,0.00002884551,0.0001556688,0.0002099042],"genre_scores_gemma":[0.9982479,0.0003683768,0.0004077987,0.0001340123,0.0001086708,0.00008770529,0.0001453823,0.0000527232,0.0004473832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4217325,"threshold_uncertainty_score":0.9668096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0195143486676003,"score_gpt":0.2329185374069182,"score_spread":0.2134041887393179,"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."}}