{"id":"W7103599645","doi":"","title":"Robotic-Assisted versus Manually Implanted Total Hip Arthroplasty: A Clinical and Radiographic Comparison","year":2020,"lang":"en","type":"article","venue":"IRIS UNIMORE (University of Modena and Reggio Emilia)","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total hip arthroplasty; Cohort; Radiography; Hip arthroplasty; Arthroplasty; Prospective cohort study; Cohort study; Total hip replacement","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":[0.0001404441,0.000218811,0.0007246619,0.0001418231,0.0002183612,0.00001517753,0.00008379717,0.00021936,0.00005510818],"category_scores_gemma":[0.00004716801,0.0002158768,0.0001893272,0.0002574565,0.000875048,0.0001291496,0.0001535013,0.0003745745,0.000007431588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001083337,"about_ca_system_score_gemma":0.00008278716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000903984,"about_ca_topic_score_gemma":0.00008537693,"domain_scores_codex":[0.9985892,0.00008889123,0.0002899551,0.000467983,0.0002771649,0.0002867853],"domain_scores_gemma":[0.9988638,0.0001383963,0.0001656258,0.0002064064,0.00008565516,0.0005401428],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01967166,0.0009049752,0.6964867,0.0007950192,0.001863214,0.002415239,0.006417961,0.0001125028,0.001714445,0.0006249098,0.03537963,0.2336138],"study_design_scores_gemma":[0.02453835,0.003991553,0.9144103,0.0003483949,0.00120128,0.0009126805,0.009061652,0.0333576,0.00002611755,0.00001951866,0.01154053,0.0005920316],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932183,0.000739435,0.001442644,0.003379916,0.0002206775,0.0002660592,0.00004669415,0.00008321532,0.0006030623],"genre_scores_gemma":[0.9964709,0.001570224,0.001390801,0.0001577042,0.0001045195,1.659516e-7,0.00004765209,0.00001643848,0.000241634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2330217,"threshold_uncertainty_score":0.8803203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05625882489170977,"score_gpt":0.2831172241982828,"score_spread":0.226858399306573,"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."}}