{"id":"W4230603641","doi":"10.1093/cvr/cvp403","title":"Announcement: Review Focus on New Insights into the Molecular Basis of Atrial Fibrillation: Mechanistic and Therapeutic Implications","year":2010,"lang":"en","type":"article","venue":"Cardiovascular Research","topic":"Computational Drug Discovery Methods","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; Université de Montréal","funders":"","keywords":"Atrial fibrillation; Focus (optics); Medicine; Cardiology; Intensive care medicine; Neuroscience; Psychology; Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003547287,0.0001268189,0.0002894289,0.0001666329,0.0002765354,0.0001206519,0.0008470353,0.00005617584,0.000009864197],"category_scores_gemma":[0.0006484113,0.00009223618,0.0004512057,0.001151146,0.0001511905,0.0001177174,0.000422261,0.0003524798,0.00001810376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004322454,"about_ca_system_score_gemma":0.0003728102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001001594,"about_ca_topic_score_gemma":0.000007170674,"domain_scores_codex":[0.9967122,0.001083033,0.0002627889,0.0004758407,0.001238244,0.000227908],"domain_scores_gemma":[0.9967809,0.0009628669,0.00005382023,0.001616311,0.0004700573,0.0001160385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00000642232,0.000006383549,0.0000104703,0.00008157889,0.0003152089,0.000003559712,0.0002704565,0.002731184,0.001361702,0.4985928,0.0001016964,0.4965186],"study_design_scores_gemma":[0.0009359166,0.0002793484,0.00277692,0.0003568883,0.0002407306,0.00006131066,0.00002811538,0.02540232,0.007632991,0.7640678,0.1978157,0.0004019144],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01522988,0.2108313,0.7598882,0.01032286,0.0003225217,0.001608334,0.000002977264,0.00004990668,0.001744076],"genre_scores_gemma":[0.9730501,0.00939026,0.01675078,0.0002393737,0.0004489397,0.00004907759,0.000007044584,0.0000247387,0.00003964629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9578202,"threshold_uncertainty_score":0.3761282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06964345959838619,"score_gpt":0.3752787006477263,"score_spread":0.3056352410493401,"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."}}