{"id":"W2082133108","doi":"10.1016/j.cjca.2014.07.225","title":"HISTOLOGICAL CHANGES IN RIGHT HUMAN ATRIAL TISSUE CAUSED BY OBSTRUCTIVE SLEEP APNEA: A PILOT STUDY","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Sirius Red; Obstructive sleep apnea; Cardiology; Internal medicine; Hypoxia (environmental); Artery; Pathology; Fibrosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006114967,0.0002549143,0.0002501221,0.0004638278,0.0003941168,0.0001897004,0.0001855197,0.0003965281,0.003518809],"category_scores_gemma":[0.0004377486,0.0002253974,0.0004316181,0.0002163236,0.0006204593,0.0003966001,0.0003511221,0.000368316,0.0006461327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006558442,"about_ca_system_score_gemma":0.000160381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005481343,"about_ca_topic_score_gemma":0.0008906632,"domain_scores_codex":[0.9998233,0.00004036569,0.00002076747,0.00003619407,0.00004106374,0.00003831491],"domain_scores_gemma":[0.999443,0.0001599669,0.00006591779,0.000132439,0.0001096192,0.00008904976],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003915369,0.0005876051,0.009901894,0.0001856449,0.00003562068,0.004791585,0.0003813576,0.0001000031,0.9749273,0.0001183463,0.00007680467,0.004978583],"study_design_scores_gemma":[0.0006346471,0.03933268,0.457949,0.00004965577,0.0004634224,0.0419437,0.002800731,0.001400976,0.448985,0.0002781477,0.006099232,0.00006285638],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960835,0.000710604,0.001081672,0.00002454387,0.00004629938,0.0001070012,0.00009961821,0.00001435307,0.001832413],"genre_scores_gemma":[0.9951109,0.0009031156,0.001659456,0.00005693725,0.00004739661,0.00006690906,0.0002848288,0.00001427962,0.001856096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003518809,"threshold_uncertainty_score":0.01177162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223506840335209,"score_gpt":0.300237664698713,"score_spread":0.2680025962953609,"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."}}