{"id":"W3211088184","doi":"10.1136/oem-2021-epi.219","title":"P-175 Understanding the association between treatment modality versus employment status among patients with organ failure","year":2021,"lang":"en","type":"article","venue":"Poster presentations","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Dialysis; Logistic regression; Ethnic group; Psychosocial; Marital status; Internal medicine; Demography; Population; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005813747,0.00009722493,0.0001522075,0.0007244329,0.0004311982,0.0007526295,0.0003279953,0.000409851,0.01084635],"category_scores_gemma":[0.003600885,0.00008118102,0.0003500631,0.001358177,0.0003043483,0.0006896463,0.0005533292,0.0004447194,0.0007574575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000473378,"about_ca_system_score_gemma":0.0009373954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0214121,"about_ca_topic_score_gemma":0.0241182,"domain_scores_codex":[0.9997312,0.00007964578,0.00002307366,0.00004621812,0.00004368943,0.000076082],"domain_scores_gemma":[0.9986578,0.0004459323,0.0004281862,0.00003761094,0.0001598034,0.000270681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003458691,0.00002167054,0.9947973,0.00002242134,0.00001833909,0.0000317838,0.0001208809,0.00003256268,0.00003097212,0.00006292888,0.0009654243,0.003861158],"study_design_scores_gemma":[0.000004645728,0.0000568918,0.9979541,0.00003097236,0.00001087372,0.00005603505,0.0007151251,0.0001771535,0.00001756072,0.0001395856,0.0008346802,0.000002343056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989242,0.001085145,0.0002016504,0.002767676,0.00005266957,0.0000176946,0.002502742,0.000006120516,0.004124273],"genre_scores_gemma":[0.9986293,0.0001833687,0.00009761035,0.0001897403,0.00006060262,0.00001251076,0.0004795349,0.000001952759,0.0003453763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0214121,"threshold_uncertainty_score":0.04257494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08319542340404577,"score_gpt":0.3773595217447229,"score_spread":0.2941640983406771,"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."}}