{"id":"W7104996599","doi":"10.71781/26047","title":"Les bases génétiques de la fibrillation auriculaire post-opératoire dans la population québécoise","year":2023,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atrial fibrillation; Population; Defibrillation; Electrodiagnosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007876059,0.0003112472,0.0002421502,0.001000206,0.0009060213,0.0008165743,0.0003649368,0.0004485054,0.004257824],"category_scores_gemma":[0.002212875,0.0001298955,0.0003488232,0.00113576,0.0005276594,0.0003055347,0.0003280347,0.0004496061,0.000193154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002539717,"about_ca_system_score_gemma":0.003252603,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7214761,"about_ca_topic_score_gemma":0.7095266,"domain_scores_codex":[0.9996396,0.0000751445,0.00002529949,0.00009813616,0.00008783732,0.00007402804],"domain_scores_gemma":[0.9988502,0.000228219,0.0003183488,0.00004962334,0.0003511927,0.0002024193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000474262,0.00001181359,0.9942501,0.00002255273,0.00007664342,0.0001179557,0.0002458957,0.0001202338,0.0003738995,0.000108915,0.0004096002,0.004215045],"study_design_scores_gemma":[0.000002508739,0.00003533999,0.9988437,0.0000293297,0.00002506624,0.0001090768,0.0001907909,0.000241892,0.00004153634,0.00004726741,0.0004287156,0.000004978933],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936352,0.001089455,0.0004921762,0.0006843131,0.00001987369,0.00002962566,0.0022338,0.000008955713,0.001806569],"genre_scores_gemma":[0.9976527,0.0005431198,0.0002699505,0.00009552571,0.000009132279,0.00001920862,0.0006970871,0.00000218187,0.0007111254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2785239,"threshold_uncertainty_score":0.5603284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084865045232834,"score_gpt":0.2374437941335057,"score_spread":0.2265951436811773,"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."}}