{"id":"W6981750856","doi":"","title":"Evaluation of frailty in community dwelling older adults with heart failure: a comparative analysis of four frailty assessment methods","year":2020,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Coronary heart disease; Population; Elderly people; Prospective cohort study; Older people","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004104998,0.0008394835,0.002468615,0.001141158,0.0003681848,0.00002654608,0.0005203641,0.0004920115,0.0001040759],"category_scores_gemma":[0.0003590301,0.0008603218,0.0004904895,0.003192569,0.0001015501,0.0004451563,0.00005324173,0.002570508,0.000004618057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001024011,"about_ca_system_score_gemma":0.0001164672,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000894292,"about_ca_topic_score_gemma":0.02507018,"domain_scores_codex":[0.9919642,0.003708686,0.001491787,0.0006636161,0.001709069,0.0004625946],"domain_scores_gemma":[0.9960873,0.001093886,0.0003849166,0.0007783115,0.001478869,0.0001767707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.001760032,0.002681797,0.00948073,0.01098489,0.05653065,0.00002331755,0.01009075,0.6643304,0.1208784,0.01202873,0.00001727626,0.1111931],"study_design_scores_gemma":[0.006697366,0.0008407083,0.5554891,0.003866137,0.01791153,0.000002851678,0.01977142,0.1509661,0.2390309,0.002040839,0.0007925419,0.002590504],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845585,0.0006500169,0.0001379351,0.00001062734,0.0001973241,0.001523557,0.0009331276,0.0001373726,0.01185158],"genre_scores_gemma":[0.9787819,0.0000954112,0.01964771,0.00001732004,0.000009053292,0.0003722399,0.000956718,0.0001081406,0.00001146238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5460083,"threshold_uncertainty_score":0.9997306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07557124668103712,"score_gpt":0.3574476342008405,"score_spread":0.2818763875198034,"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."}}