{"id":"W4403544357","doi":"10.1097/xcs.0000000000001165","title":"Geriatric and Palliative Care","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Palliative care; Intensive care medicine; Family medicine; Nursing","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":[0.001263525,0.0002254118,0.0003840017,0.0006595609,0.0007025028,0.001170267,0.0004295478,0.000615846,0.009716392],"category_scores_gemma":[0.009276643,0.0001168861,0.0004648649,0.0007159167,0.0005787312,0.001008502,0.001953652,0.001306166,0.001104175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322886,"about_ca_system_score_gemma":0.004133844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003080131,"about_ca_topic_score_gemma":0.007554939,"domain_scores_codex":[0.9988451,0.0005046704,0.0001196585,0.0001144627,0.0002770101,0.0001390965],"domain_scores_gemma":[0.996807,0.0005310579,0.000693451,0.0001674542,0.0006826125,0.001118347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000191691,0.000379982,0.1323803,0.001298174,0.000182499,0.001988167,0.001984685,0.000432104,0.0004257068,0.01306117,0.185935,0.6617405],"study_design_scores_gemma":[0.0002565499,0.0009097197,0.3401228,0.004596542,0.0001714057,0.01047259,0.003288935,0.0009626174,0.0003317624,0.02398486,0.6148303,0.00007196859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"editorial","genre_scores_codex":[0.3003232,0.1399387,0.006131669,0.2646239,0.007750493,0.0007931208,0.002910773,0.0003597949,0.2771683],"genre_scores_gemma":[0.8467197,0.07413416,0.007546571,0.04563901,0.00417824,0.0004950408,0.001778483,0.0000735292,0.01943519],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.009716392,"threshold_uncertainty_score":0.03250456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05050813054360746,"score_gpt":0.3736300713341946,"score_spread":0.3231219407905871,"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."}}