{"id":"W3177345975","doi":"10.1111/ans.17017","title":"No difference in clinical outcomes between portable navigation and conventional instrumentation in total knee arthroplasty: A randomised trial","year":2021,"lang":"en","type":"article","venue":"ANZ Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total knee arthroplasty; Instrumentation (computer programming); Physical therapy; Medicine; Arthroplasty; Physical medicine and rehabilitation; Medical physics; Surgery; Computer science","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":[0.001648313,0.0001377331,0.0009703123,0.0002630085,0.00003195577,0.00003027342,0.0000187109,0.0001117597,0.0001463018],"category_scores_gemma":[0.001865731,0.0001182382,0.0003204131,0.000220658,0.00009003659,0.0003037543,0.00002806354,0.0004578409,0.000009253569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005783291,"about_ca_system_score_gemma":0.0004851051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002388539,"about_ca_topic_score_gemma":0.00001962359,"domain_scores_codex":[0.9972322,0.0002931462,0.001694465,0.0001772018,0.0004048551,0.0001981566],"domain_scores_gemma":[0.9968285,0.002218624,0.0005336257,0.00009671377,0.0001762294,0.0001463298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01380204,0.0002884818,0.974185,0.00003677605,0.0001116431,0.0004861426,0.00005721911,0.000002248255,0.0001202878,0.00001256541,0.0001089866,0.01078863],"study_design_scores_gemma":[0.1193771,0.0002183421,0.8792152,0.0003596381,0.00005705115,0.0002800025,0.0001347981,0.00001825835,0.00006380686,0.00007848861,0.0001075704,0.0000898106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976819,0.0001717746,0.0000391692,0.000619133,0.001174154,0.0002425126,0.000006067526,0.000005950749,0.00005935621],"genre_scores_gemma":[0.9986961,0.0001496149,0.000311773,0.0001275071,0.0002708308,0.000005619037,0.00003892674,0.00001186318,0.0003877039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.105575,"threshold_uncertainty_score":0.4821615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04734353077391836,"score_gpt":0.3268123488580306,"score_spread":0.2794688180841123,"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."}}