{"id":"W4393142132","doi":"10.1007/s00590-024-03881-2","title":"Vancouver B2 periprosthetic hip fractures treatment: fix or replace? A retrospective study comparing both techniques","year":2024,"lang":"en","type":"article","venue":"European Journal of Orthopaedic Surgery & Traumatology","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Periprosthetic; Medicine; Orthopedic surgery; Internal fixation; Surgery; Retrospective cohort study; 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":[0.0009519428,0.0005440286,0.001093671,0.001455732,0.0007382322,0.001100121,0.0004987674,0.001193394,0.002782213],"category_scores_gemma":[0.003435608,0.0006739724,0.001294935,0.002055919,0.0008420969,0.000805185,0.0005590343,0.0007372785,0.0005786402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005737719,"about_ca_system_score_gemma":0.0004994674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001897442,"about_ca_topic_score_gemma":0.002333687,"domain_scores_codex":[0.9982976,0.0003764349,0.000423056,0.0003237579,0.0003406714,0.0002384111],"domain_scores_gemma":[0.9970224,0.000933253,0.001239919,0.0001964861,0.0003740792,0.0002338985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003473827,0.0004497732,0.9823961,0.0002296055,0.0006007411,0.002612613,0.0004707882,0.00008576491,0.001039642,0.00007230896,0.0001619634,0.008406757],"study_design_scores_gemma":[0.0004038246,0.007840008,0.9624693,0.0002642809,0.001443538,0.01927267,0.005235233,0.0002701722,0.0005702671,0.0001411957,0.002019809,0.00006971627],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972162,0.002069073,0.0001192317,0.0000193549,0.00001591644,0.00003075559,0.0001007653,0.000001304554,0.0004273036],"genre_scores_gemma":[0.9983338,0.0009394406,0.0001373188,0.00008386592,0.00004799678,0.00002864139,0.0002460362,0.000005020642,0.0001780483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002782213,"threshold_uncertainty_score":0.009307444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363892498881025,"score_gpt":0.2986251175513844,"score_spread":0.2622358676632819,"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."}}