{"id":"W4408634905","doi":"10.21037/jhmhp-24-142","title":"Improving same-day discharge after catheter ablation procedures: the Hawthorne effect or an epiphenomenon of the COVID-19 pandemic?","year":2025,"lang":"en","type":"article","venue":"Journal of Hospital Management and Health Policy","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Epiphenomenon; 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Ablation; Medicine; Virology; Internal medicine; Philosophy; Epistemology","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":[0.01611432,0.0004662192,0.0007524746,0.0005823799,0.000985197,0.002068163,0.001366784,0.001108723,0.007771299],"category_scores_gemma":[0.05853634,0.0002368612,0.001744974,0.0009477133,0.001530092,0.001938664,0.00214774,0.002152523,0.0006524862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233881,"about_ca_system_score_gemma":0.004778944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007859212,"about_ca_topic_score_gemma":0.0159426,"domain_scores_codex":[0.9856188,0.009105938,0.0008672489,0.001213049,0.0019559,0.001238977],"domain_scores_gemma":[0.949227,0.02152798,0.015797,0.004262505,0.00489059,0.004294775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002280613,0.002758668,0.6512867,0.002011255,0.00293565,0.000514893,0.004865313,0.002996922,0.002447466,0.007272091,0.01460838,0.306022],"study_design_scores_gemma":[0.000308916,0.003793702,0.957652,0.001584283,0.0007205097,0.0002959846,0.004686928,0.004510738,0.002104767,0.006495106,0.01769692,0.0001502713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8831753,0.008569951,0.01959734,0.06380197,0.001971882,0.0005686293,0.001606779,0.0003047949,0.02040333],"genre_scores_gemma":[0.9847404,0.001115136,0.005502312,0.007067363,0.0003827436,0.0001324752,0.0001819094,0.00006065374,0.0008168623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01611432,"threshold_uncertainty_score":0.08522171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04043375472991152,"score_gpt":0.4151059667702427,"score_spread":0.3746722120403312,"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."}}