{"id":"W4385887528","doi":"10.5498/wjp.v13.i8.533","title":"Effects of surgical treatment modalities on postoperative cognitive function and delirium in elderly patients with extremely unstable hip fractures","year":2023,"lang":"en","type":"article","venue":"World Journal of Psychiatry","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychological intervention; Psychoeducation; Medicine; Mood; Modalities; Adjunctive treatment; Psychiatry; Physical therapy; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001097916,0.0001600711,0.0003766343,0.0004663792,0.00004499111,0.00001169926,0.00002766737,0.000056058,0.00004233679],"category_scores_gemma":[0.00003749203,0.00009639944,0.00007412699,0.000297815,0.00005815936,0.00009349672,0.000006068915,0.000243689,0.000002672446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004083871,"about_ca_system_score_gemma":0.0001332735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004404348,"about_ca_topic_score_gemma":0.0002220419,"domain_scores_codex":[0.9990159,0.00008509381,0.0003100711,0.0001311823,0.0002913615,0.0001664476],"domain_scores_gemma":[0.9990922,0.0002655213,0.0001985064,0.0000621342,0.0002778572,0.0001038431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02208996,0.001961268,0.9521533,0.0002191115,0.0006315396,0.0002331649,0.002348355,0.000141721,0.0001611775,0.0004868498,0.003267943,0.01630563],"study_design_scores_gemma":[0.01349112,0.009468219,0.9722064,0.001125067,0.000321146,0.00002521523,0.001159062,0.00001055555,0.0007340044,0.0006147223,0.0007262694,0.0001182621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946667,0.001613309,0.00002078842,0.002356423,0.00034819,0.0002905114,0.00000803419,0.000009513568,0.0006865425],"genre_scores_gemma":[0.9986219,0.0001420033,0.0001050689,0.0005559236,0.0001588974,0.000005687543,0.00001170437,0.00001563152,0.0003832213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02005308,"threshold_uncertainty_score":0.3931055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008004322295567431,"score_gpt":0.2605715522154599,"score_spread":0.2525672299198924,"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."}}