{"id":"W6977454942","doi":"10.6084/m9.figshare.c.6967169","title":"The economic burden of cardiac implantable electronic device infections in Alberta, Canada: a population-based study using validated administrative data","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Laser-induced spectroscopy and plasma","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Propensity score matching; Cohort; Retrospective cohort study; Cohort study; Matching (statistics); Infection control; Health care; MEDLINE","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":[0.00119485,0.0005186331,0.0004623421,0.002254517,0.001785832,0.001896961,0.001411582,0.0004726726,0.001297701],"category_scores_gemma":[0.003348722,0.0003747108,0.0006828643,0.007184928,0.0008586662,0.0003880119,0.0009889925,0.0007033522,0.0001412554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03063207,"about_ca_system_score_gemma":0.03242218,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9931023,"about_ca_topic_score_gemma":0.9931351,"domain_scores_codex":[0.9984348,0.0001634991,0.0001160442,0.0001962865,0.0007061341,0.0003831642],"domain_scores_gemma":[0.9968653,0.0002810952,0.0008342842,0.000129647,0.001219984,0.0006696924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000710863,0.0000349602,0.9967703,0.00002700582,0.00008146805,0.00008029018,0.0001497317,0.0002901877,0.00006813627,0.00007327187,0.0006280603,0.001725528],"study_design_scores_gemma":[0.00001464773,0.00002048986,0.9981388,0.00002730826,0.00004103613,0.00005257313,0.0004603771,0.0007931904,0.0000288227,0.00002754699,0.0003857044,0.000009543174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910334,0.00077317,0.0001835392,0.0002809048,0.00001288359,0.00006247978,0.006260576,0.00001140319,0.001381629],"genre_scores_gemma":[0.9957519,0.0005035345,0.0002837076,0.0001039012,0.00001036508,0.00002150283,0.002875939,0.000003922692,0.0004454137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03063207,"threshold_uncertainty_score":0.2222522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292889713984248,"score_gpt":0.2903388353234658,"score_spread":0.2474099381836233,"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."}}