{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01087685,0.0006676615,0.001151683,0.002237699,0.0003175049,0.001014232,0.0004473689,0.0006501659,0.001024337],"category_scores_gemma":[0.01829779,0.0002604572,0.001725781,0.001230591,0.0002763618,0.0008451858,0.001097149,0.0004139269,0.0001796408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006149037,"about_ca_system_score_gemma":0.0006259537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001935649,"about_ca_topic_score_gemma":0.004858946,"domain_scores_codex":[0.9958962,0.002238768,0.0005355751,0.0002736097,0.0008943349,0.000161499],"domain_scores_gemma":[0.9920765,0.003470161,0.00218647,0.0003232988,0.001379769,0.0005637835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009613903,0.000821504,0.916001,0.0008995303,0.003320926,0.00004360468,0.0007876363,0.0002815173,0.000327271,0.00008169254,0.0003595823,0.06746189],"study_design_scores_gemma":[0.000867079,0.006093854,0.9871145,0.0004490783,0.001160941,0.0001315389,0.0009029024,0.001905491,0.0002085866,0.0001248475,0.0009946866,0.00004641701],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896801,0.007409222,0.0009917173,0.0001310944,0.00005067803,0.0003008096,0.0003569747,0.00001317849,0.001066077],"genre_scores_gemma":[0.9930038,0.002777256,0.002400771,0.00008701898,0.00004202669,0.0005991812,0.0006117073,0.00000666536,0.0004715166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01087685,"threshold_uncertainty_score":0.05752295,"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."}}