{"id":"W7162107475","doi":"10.82308/47228","title":"Evaluation and treatment frailty in hospitalized older adults with acute cardiac conditions","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Frailty in Older Adults","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cohort; Adverse effect; Randomized controlled trial; Prospective cohort study; Clinical trial; Cohort study; Disease; Intervention (counseling); Cardiovascular event","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":[0.001782472,0.0002585632,0.0004500047,0.0006432667,0.0003924868,0.0006007195,0.000263465,0.0003518459,0.0009035346],"category_scores_gemma":[0.005444241,0.0001070639,0.0004627928,0.0005134477,0.0002101683,0.0003883353,0.0006784154,0.0006425988,0.00009278415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006483485,"about_ca_system_score_gemma":0.00161155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003936374,"about_ca_topic_score_gemma":0.007124099,"domain_scores_codex":[0.9991832,0.0003642903,0.0001327232,0.0000687682,0.0001497796,0.0001013181],"domain_scores_gemma":[0.9984688,0.0003580065,0.0006805481,0.00003710714,0.0001821023,0.0002733132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006450696,0.0005912182,0.9161939,0.0003633042,0.0001960893,0.0001259007,0.0003036719,0.0002259808,0.0002114552,0.0001066094,0.001940092,0.07909675],"study_design_scores_gemma":[0.0001942512,0.001506984,0.9947019,0.0003809276,0.0001216612,0.0002340439,0.0004085358,0.0006702034,0.0001719974,0.0003257883,0.001271626,0.00001207289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886983,0.006598953,0.0002267015,0.002017334,0.00005712266,0.0002004654,0.0003630859,0.000006666063,0.001831283],"genre_scores_gemma":[0.9949487,0.003307047,0.0005730031,0.0003981897,0.000084776,0.0001610663,0.0003627209,0.000001126384,0.000163334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003936374,"threshold_uncertainty_score":0.009426773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550988317381159,"score_gpt":0.3265070755280694,"score_spread":0.3109971923542578,"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."}}