{"id":"W4392856095","doi":"10.61091/jpms202413112","title":"Investigation of the Effect of Frailty Levels of Elderly Patients on their Recovery Status after General Surgery","year":2024,"lang":"en","type":"article","venue":"Journal of Pioneering Medical Science","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Gerontology; Emergency 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009183437,0.0001993146,0.0002721453,0.0004878274,0.0003070646,0.0003808355,0.0001647921,0.000260313,0.001272045],"category_scores_gemma":[0.005223521,0.0001005014,0.000409802,0.0003964096,0.0002113352,0.0003473688,0.0003457944,0.0005201299,0.0001349279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749225,"about_ca_system_score_gemma":0.0003011821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001029512,"about_ca_topic_score_gemma":0.001869343,"domain_scores_codex":[0.9994198,0.0002055357,0.0000801477,0.00006923325,0.0001233484,0.0001020042],"domain_scores_gemma":[0.9969088,0.0007109419,0.001413422,0.0001131777,0.0003308906,0.0005227684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003862397,0.0002091862,0.9944312,0.00003437779,0.00005012918,0.00006619299,0.0002135799,0.00002985664,0.000151583,0.000008186564,0.00007898652,0.004340399],"study_design_scores_gemma":[0.000004816388,0.0006218682,0.998884,0.000008832567,0.00001827512,0.00008104141,0.0002142044,0.00004850875,0.00003686429,0.000009248518,0.00006941736,0.000002874332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993229,0.0002636767,0.00002837604,0.00004332387,0.000004948447,0.000006412751,0.0000588766,0.000001086653,0.000270415],"genre_scores_gemma":[0.999665,0.00009655471,0.00004407908,0.00001589955,0.000006142628,0.000006490712,0.0000904677,3.914546e-7,0.00007495874],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001272045,"threshold_uncertainty_score":0.004856706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02515565806769032,"score_gpt":0.2772457316254456,"score_spread":0.2520900735577553,"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."}}