{"id":"W2605521454","doi":"10.23889/ijpds.v1i1.337","title":"Statin therapy and mortality among new long-term care residents in Ontario, Canada: the contribution of clinical assessment data to a population-based cohort study","year":2017,"lang":"en","type":"article","venue":"International Journal for Population Data Science","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Propensity score matching; Statin; Cohort; Population; Observational study; Retrospective cohort study; Cohort study; Emergency medicine; Activities of daily living; Life expectancy; Proportional hazards model; Hazard ratio; Physical therapy; Internal medicine; Confidence interval; 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":[0.003300974,0.0005014961,0.000722731,0.001256464,0.003108329,0.002067423,0.001930557,0.0006460072,0.001232526],"category_scores_gemma":[0.009154005,0.0005130796,0.001037017,0.004172609,0.0009003862,0.0006395455,0.00134463,0.0009271933,0.0001653768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01908675,"about_ca_system_score_gemma":0.02839136,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9852962,"about_ca_topic_score_gemma":0.9897745,"domain_scores_codex":[0.9973789,0.0004794477,0.0002501706,0.0005495181,0.0007734319,0.0005685308],"domain_scores_gemma":[0.9890365,0.001029802,0.003146166,0.00103538,0.004202425,0.001549705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000579554,0.00001308605,0.9984523,0.00001654893,0.00009116526,0.00002355968,0.0001462046,0.00003821358,0.00003464186,0.00002680239,0.000330931,0.0007686233],"study_design_scores_gemma":[0.00001227123,0.00001806865,0.9987454,0.00002975389,0.00007669983,0.00002246642,0.0002769832,0.0003413799,0.00001936512,0.00002336508,0.0004253126,0.000008947723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912018,0.001191566,0.0003830592,0.0005400772,0.00003782236,0.00009296029,0.005216642,0.00001491908,0.001321206],"genre_scores_gemma":[0.9968266,0.0004498309,0.0003430601,0.0001655905,0.0000176134,0.00004380086,0.001683913,0.000005931455,0.0004636666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01908675,"threshold_uncertainty_score":0.1384848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2571162813814204,"score_gpt":0.569999387047858,"score_spread":0.3128831056664376,"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."}}