{"id":"W4416232851","doi":"10.33545/26648318.2025.v7.i2b.96","title":"Prospective study on functional and radiological outcomes of cable plating system for periprosthetic femur fracture management","year":2025,"lang":"","type":"article","venue":"International Journal of Orthopaedics and Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Radiological weapon; Femur; Plating (geology); Implant; Femur fracture; Arthroplasty","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":[0.0009164712,0.0003058489,0.0003409706,0.0006191048,0.0003421342,0.0003304824,0.000211006,0.0003628596,0.0018429],"category_scores_gemma":[0.003136536,0.0001651341,0.0005385864,0.0008564302,0.0001940277,0.0003361375,0.0002695421,0.0003969644,0.0002986786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002278735,"about_ca_system_score_gemma":0.0003947335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006757836,"about_ca_topic_score_gemma":0.001101407,"domain_scores_codex":[0.999415,0.0001632922,0.00009054691,0.00007506432,0.0001669297,0.00008918274],"domain_scores_gemma":[0.9975041,0.0005048433,0.001129795,0.00009265582,0.0004380131,0.0003306436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006133848,0.0002614702,0.993145,0.00003642401,0.00005073213,0.0001826983,0.00008336345,0.00003320178,0.000193038,0.000007255446,0.00007942377,0.00531398],"study_design_scores_gemma":[0.00007209744,0.005009408,0.9920711,0.00003134855,0.0001215325,0.001478811,0.0004731822,0.000133193,0.0001717956,0.00002716126,0.0004013858,0.000008953032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993274,0.0002474668,0.00009567237,0.00001361797,0.000005759897,0.00002324504,0.00008166303,0.000001378248,0.0002038655],"genre_scores_gemma":[0.9994005,0.0001328881,0.0001185515,0.00001534457,0.000009958729,0.0000391057,0.0001551549,0.000001232315,0.0001272118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0018429,"threshold_uncertainty_score":0.006165087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765080901924589,"score_gpt":0.3014613572626488,"score_spread":0.283810548243403,"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."}}