{"id":"W4415430227","doi":"10.1302/1358-992x.2025.10.035","title":"DOES THE USE OF TAPER-SLIP CEMENTED STEM REDUCE PERIPROSTHETIC FRACTURE RISK WITH THE ANTERIOR APPROACH? A CASE-CONTROL STUDY","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Inland Hospital","funders":"","keywords":"Cementation (geology); Periprosthetic; Prosthesis; Arthroplasty; Fracture (geology); Joint arthroplasty; Hip arthroplasty","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612734,0.0005093364,0.0006647377,0.001173926,0.0007792878,0.0008771832,0.0006229634,0.001127221,0.00245551],"category_scores_gemma":[0.005070117,0.0007052956,0.0009081254,0.0009305519,0.00083233,0.0005009797,0.0003966833,0.0006086653,0.0003670786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000301021,"about_ca_system_score_gemma":0.0003095339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002157673,"about_ca_topic_score_gemma":0.001722716,"domain_scores_codex":[0.9986649,0.0003678726,0.0002061924,0.000372488,0.0002588529,0.0001297367],"domain_scores_gemma":[0.9965088,0.001353898,0.001061687,0.0005620078,0.0002716811,0.0002419416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003179042,0.001732685,0.9871882,0.0001201382,0.000475909,0.0011379,0.0004870478,0.00004582299,0.001379382,0.00009437167,0.0001436032,0.004015929],"study_design_scores_gemma":[0.0006882704,0.01330551,0.9768952,0.00004971713,0.0007258332,0.005397547,0.0007840833,0.0004391726,0.0006013101,0.0001137483,0.0009626393,0.00003696549],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989651,0.0004397328,0.0002038755,0.00001976355,0.00001089173,0.00005093608,0.00005266751,0.000002845165,0.0002542337],"genre_scores_gemma":[0.9991054,0.0002647778,0.0002006954,0.00003934535,0.00005341586,0.00004501598,0.0001118541,0.000002252895,0.0001772878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00245551,"threshold_uncertainty_score":0.008529067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464399903507151,"score_gpt":0.240298734312267,"score_spread":0.2256547352771955,"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."}}