{"id":"W2131016793","doi":"10.1186/1472-6963-4-5","title":"Is there a clinically significant seasonal component to hospital admissions for atrial fibrillation?","year":2004,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; Department of Family and Community Medicine, University of Toronto; University of Toronto","keywords":"Atrial fibrillation; Medicine; Seasonality; Cardiology; Population; Internal medicine; Pediatrics; Demography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001533473,0.0001306303,0.0002245628,0.0006205104,0.0003214077,0.0004352184,0.0003563698,0.0003310425,0.001184705],"category_scores_gemma":[0.00875654,0.0001796471,0.0003224912,0.001248984,0.0005954448,0.0004229391,0.0003546985,0.0003151835,0.00009373937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058824,"about_ca_system_score_gemma":0.001353419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05052367,"about_ca_topic_score_gemma":0.09379981,"domain_scores_codex":[0.9993007,0.0001697583,0.00009040256,0.0001389131,0.0001725096,0.0001276457],"domain_scores_gemma":[0.9945634,0.001447812,0.002754061,0.0003390787,0.0005405364,0.0003551364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003767786,0.000004915833,0.9978155,0.000008070631,0.00002189935,0.00002318947,0.00007022074,0.0000322472,0.0001025059,0.00002110403,0.00007140435,0.001791335],"study_design_scores_gemma":[0.000001034816,0.00001606051,0.9995605,0.000002744748,0.000009645658,0.00004516582,0.00009600136,0.0001502815,0.00001319891,0.00003132863,0.00007304359,9.550477e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974748,0.0006145155,0.0003329704,0.0006079299,0.00001516983,0.000008569261,0.0002641509,0.00000625209,0.0006755069],"genre_scores_gemma":[0.9995684,0.0001364322,0.00008328107,0.00003671645,0.00001929865,0.000002196879,0.0001123186,0.000001512683,0.00003974237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05052367,"threshold_uncertainty_score":0.1004592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1569891247863632,"score_gpt":0.4789552349737061,"score_spread":0.3219661101873429,"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."}}