{"id":"W4415430210","doi":"10.1302/1358-992x.2025.10.043","title":"PALLIATIVE CARE AFTER A HIP FRACTURE IN THE ELDERLY POPULATION: WHICH PATIENTS WOULD BENEFIT THE MOST?","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Hip fracture; Cohort; Palliative care; Retrospective cohort study; Cohort study; Univariate analysis; Femoral neck; Comorbidity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002263934,0.0002536975,0.0002671873,0.0001588085,0.000199966,0.00008690985,0.0002501425,0.0003544723,0.00009264898],"category_scores_gemma":[0.000370966,0.0001330884,0.0001093583,0.001102604,0.00005573776,0.0001499979,0.00005581774,0.001176815,0.00001274366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104118,"about_ca_system_score_gemma":0.00008314164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399018,"about_ca_topic_score_gemma":0.0002382055,"domain_scores_codex":[0.998382,0.00001523427,0.0003357791,0.0003618577,0.0005584624,0.0003466632],"domain_scores_gemma":[0.9990179,0.00008144375,0.0001173219,0.0002222198,0.000491943,0.00006920541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002509127,0.00008683572,0.9581672,0.000157307,0.00003682195,0.000007497236,0.01329971,0.000001978721,0.000004934855,0.0003130222,0.004310411,0.02336338],"study_design_scores_gemma":[0.001192469,0.0002235403,0.9450716,0.0003442331,0.0001257031,0.000002443841,0.004053318,0.00001787672,0.00003173827,0.0006796616,0.04812348,0.0001338809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696055,0.001792506,0.00001569954,0.0165414,0.0001876208,0.001080513,0.00001149666,0.00005614771,0.01070908],"genre_scores_gemma":[0.9840478,0.00005132835,0.00004720551,0.01475785,0.0002563721,0.0002520408,0.00007664718,0.0000204462,0.0004903547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04381307,"threshold_uncertainty_score":0.5427188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007506460637970243,"score_gpt":0.2632944765872799,"score_spread":0.2557880159493097,"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."}}