{"id":"W4395037375","doi":"10.3390/jcm13092459","title":"Revision of Failed Short Stems in Total Hip Arthroplasty","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Total hip arthroplasty; Arthroplasty; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001062512,0.0004148916,0.0005505998,0.001306187,0.0003594276,0.0006616539,0.000439999,0.0004704058,0.001983377],"category_scores_gemma":[0.005578386,0.0001640252,0.0005378044,0.0007375256,0.0006001327,0.0004074745,0.000526463,0.0003350427,0.0004013796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000217483,"about_ca_system_score_gemma":0.0004480196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004630498,"about_ca_topic_score_gemma":0.0007228071,"domain_scores_codex":[0.9988084,0.0002478663,0.0002926001,0.0000907952,0.0004272163,0.000133155],"domain_scores_gemma":[0.994505,0.001332137,0.002814152,0.0002421809,0.0006473332,0.0004593008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003941738,0.00005831004,0.9554166,0.0004978272,0.0001223015,0.01368295,0.0005200236,0.00009266768,0.001536001,0.00004617053,0.000423335,0.02720959],"study_design_scores_gemma":[0.00003058397,0.001502822,0.7804694,0.0004726859,0.0002927671,0.2105606,0.001516991,0.0003030274,0.001734392,0.0002421423,0.002841194,0.00003327386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890448,0.009271998,0.0005180281,0.00008415795,0.00006794868,0.00002773401,0.0001232962,0.00002034031,0.0008418339],"genre_scores_gemma":[0.9976592,0.001710586,0.0001724331,0.00006894974,0.00008707024,0.00001135182,0.0001320897,0.000003464705,0.0001548016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001983377,"threshold_uncertainty_score":0.00663507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06845599962571322,"score_gpt":0.4134064913639346,"score_spread":0.3449504917382213,"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."}}