{"id":"W3131124647","doi":"10.1007/978-3-030-58842-7_46","title":"The Frail Patient","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Tamsulosin; Levothyroxine; Metoprolol; Myocardial infarction; Hyperlipidemia; Triamterene; Internal medicine; Endocrinology; Diabetes mellitus; Thyroid; Hydrochlorothiazide","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":[0.0005153703,0.0006065802,0.0004785203,0.0006615241,0.001977675,0.002179718,0.0004875768,0.002355409,0.05862935],"category_scores_gemma":[0.001519204,0.0002561842,0.0003238598,0.0005253166,0.0008837571,0.0025285,0.002924495,0.00440606,0.01776051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051415,"about_ca_system_score_gemma":0.001816572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00436742,"about_ca_topic_score_gemma":0.01896093,"domain_scores_codex":[0.9998266,0.00004898026,0.000007172907,0.0000197593,0.00006217531,0.00003529181],"domain_scores_gemma":[0.999731,0.00008909038,0.00001133217,0.00001195038,0.0000383078,0.0001183789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004237511,0.00002147836,0.0001032508,0.00004705186,0.000001253067,0.0001667322,0.0004484572,0.0000347177,0.0000239797,0.01166107,0.9361953,0.05129263],"study_design_scores_gemma":[0.000002248767,0.00001244721,0.0002215527,0.0001751597,0.000001309316,0.0004435864,0.0002906734,0.00001865393,0.00000585553,0.003703863,0.9951218,0.000002864757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00131687,0.07006758,0.00112169,0.05816348,0.01959757,0.00005870568,0.0001306355,0.00009472127,0.8494487],"genre_scores_gemma":[0.005152145,0.02962186,0.0006935975,0.04173978,0.004279348,0.00006091171,0.00007935578,0.00006116959,0.9183118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05862935,"threshold_uncertainty_score":0.1961347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122396654455225,"score_gpt":0.2458925184176847,"score_spread":0.2246685518731324,"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."}}