{"id":"W2783503597","doi":"10.1038/nrcardio.2014.133","title":"Cardiac fibrillation—challenges and evolving solutions","year":2014,"lang":"en","type":"review","venue":"Nature Reviews Cardiology","topic":"Cardiac electrophysiology and arrhythmias","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Montreal Heart Institute","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Atrial fibrillation; Ventricular fibrillation; Cardiology; Intensive care medicine; Fibrillation; MEDLINE; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001767854,0.001074094,0.00200457,0.002339092,0.0004775497,0.00246142,0.001229144,0.002508996,0.005192328],"category_scores_gemma":[0.003060789,0.0003858975,0.0007630265,0.002024669,0.001166831,0.004038097,0.00198454,0.004020104,0.002344463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089394,"about_ca_system_score_gemma":0.002638676,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001227715,"about_ca_topic_score_gemma":0.003169326,"domain_scores_codex":[0.9994751,0.0001125057,0.00009633163,0.00008309567,0.0001773357,0.00005564645],"domain_scores_gemma":[0.9979797,0.001167977,0.0002124749,0.00003715864,0.0004139811,0.0001887241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006340564,0.00005525267,0.0002216281,0.01167902,0.00006932327,0.0002136333,0.00007265917,0.0003646068,0.000435248,0.005368461,0.05730884,0.9241478],"study_design_scores_gemma":[0.00002546495,0.00006893795,0.0006353813,0.01255822,0.0001321431,0.0012799,0.0001983921,0.000217071,0.0001200259,0.005666498,0.9790607,0.00003718391],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004580771,0.9967574,0.0001571936,0.001762092,0.0005938713,0.000002163247,0.0000102643,0.000009460406,0.0006617497],"genre_scores_gemma":[0.0004831493,0.9964192,0.0002287426,0.001231238,0.00124344,0.00000425573,0.00001933384,0.000002476805,0.0003682098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005192328,"threshold_uncertainty_score":0.0173701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.043740244889567,"score_gpt":0.343494843417338,"score_spread":0.299754598527771,"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."}}