{"id":"W2031746599","doi":"10.1186/cc5381","title":"Incidence and diagnosis of patients developing atrial fibrillation in intensive care","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Incidence (geometry); Critically ill; Intensive care; Intensive care medicine; Emergency medicine; Internal medicine; Cardiology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004400449,0.000128759,0.000298152,0.0007598725,0.0003075486,0.0005532855,0.0002269189,0.0005669229,0.001554952],"category_scores_gemma":[0.004531976,0.0001640728,0.0002540229,0.0007958967,0.0002233865,0.0005209861,0.0003886846,0.0007794998,0.0001805656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003137414,"about_ca_system_score_gemma":0.0003315927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776594,"about_ca_topic_score_gemma":0.001987071,"domain_scores_codex":[0.9993361,0.000199421,0.00008570955,0.0000773106,0.000191483,0.0001100527],"domain_scores_gemma":[0.9969245,0.0007879242,0.001392595,0.0001058086,0.0002830377,0.0005061433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003045049,0.00002005435,0.9992049,0.000002930925,0.000009462685,0.00005303873,0.00002267518,0.00001326584,0.0000447211,0.00001185245,0.00005007789,0.0005365423],"study_design_scores_gemma":[0.000006475517,0.0001096686,0.9987411,0.000003931351,0.000009916838,0.0006790489,0.0001215184,0.000154718,0.00003778697,0.00003179838,0.000100309,0.000003638941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987191,0.0002330421,0.00006086942,0.0001076152,0.000006705832,0.000007188821,0.0002016685,0.000003892774,0.0006600729],"genre_scores_gemma":[0.9994281,0.0001231241,0.00007616208,0.00005112524,0.00002334137,0.000007484452,0.0002246955,8.217017e-7,0.00006514922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001776594,"threshold_uncertainty_score":0.005201876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05706476352500986,"score_gpt":0.3775597985791541,"score_spread":0.3204950350541442,"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."}}