{"id":"W4402288487","doi":"10.5770/cgj.27.720","title":"Health Outcomes of Older Adults after a Hospitalization for a Hip Fracture","year":2024,"lang":"en","type":"article","venue":"Canadian Geriatrics Journal","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; Horizon Health Network; Saint John Regional Hospital; Dalhousie University","funders":"Dalhousie University; Dalhousie Medical Research Foundation","keywords":"Medicine; Hip fracture; Gerontology; Emergency medicine; Medical emergency; Physical therapy; Osteoporosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0002325947,0.0001212284,0.0002827129,0.0005162145,0.00007915714,0.00006378174,0.00006020693,0.0001250901,0.0002426702],"category_scores_gemma":[0.0001359857,0.00009222563,0.0001812741,0.0002563744,0.00001691171,0.00008597375,0.000003721987,0.0002545636,0.000006665734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002825705,"about_ca_system_score_gemma":0.001828474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003159345,"about_ca_topic_score_gemma":0.005229231,"domain_scores_codex":[0.9990184,0.00001845845,0.0003243636,0.0001414166,0.0001783803,0.0003190279],"domain_scores_gemma":[0.9988832,0.00004731802,0.00009313907,0.0001188156,0.0001745532,0.0006829669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005506797,0.0001694276,0.3427246,0.003159938,0.0007374481,0.001104636,0.02647762,0.00006253678,0.00001549369,0.0006026777,0.4671326,0.1572623],"study_design_scores_gemma":[0.001925611,0.0004976416,0.772314,0.0006561842,0.00021152,0.0005008882,0.0004239519,0.0004419808,0.00003884106,0.0006198669,0.2221112,0.0002584306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.783653,0.06221497,0.04250306,0.1020572,0.005637793,0.002503131,0.0006405064,0.0001010007,0.0006893182],"genre_scores_gemma":[0.993067,0.0002020986,0.0008410745,0.004815863,0.0006586743,0.00001358683,0.000034242,0.0000320014,0.0003354614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4295893,"threshold_uncertainty_score":0.4776006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006307749448929845,"score_gpt":0.2683821040714712,"score_spread":0.2620743546225414,"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."}}