{"id":"W2559966496","doi":"10.25011/cim.v39i6.27528","title":"Galectin-3: A biochemical marker to detect paroxysmal atrial fibrillation?","year":2016,"lang":"en","type":"article","venue":"Clinical and investigative medicine","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Galectin-3; Medicine; Internal medicine; Paroxysmal atrial fibrillation; Atrial fibrillation; Cardiology; Fibrosis; Myocardial 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":[0.0003857742,0.000323625,0.0002586867,0.0006069582,0.0001367703,0.0003420209,0.0001836159,0.0004155011,0.001020657],"category_scores_gemma":[0.0007047001,0.00007880135,0.0001607525,0.0004390001,0.0003301644,0.0002442533,0.000197705,0.0004261851,0.0002680876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001726983,"about_ca_system_score_gemma":0.00009055051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000196793,"about_ca_topic_score_gemma":0.0001764967,"domain_scores_codex":[0.9998291,0.0000624916,0.00002088433,0.00002580895,0.00003996077,0.00002177134],"domain_scores_gemma":[0.9996852,0.00005532717,0.0001541093,0.00001223515,0.00004587296,0.00004735472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001550829,0.0001721818,0.8836743,0.0002558323,0.0001376099,0.0004952604,0.0001023467,0.0002372239,0.06013532,0.0001628497,0.001009995,0.0520662],"study_design_scores_gemma":[0.00011049,0.001665074,0.9593785,0.00009756468,0.0001658789,0.01085268,0.0002769036,0.002315194,0.02073944,0.0007795559,0.00358962,0.00002904982],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858618,0.01035818,0.001696187,0.0005150238,0.00005990443,0.00002790428,0.0001474129,0.00004013571,0.001293442],"genre_scores_gemma":[0.9975138,0.0009879133,0.0009864364,0.0001337817,0.00004391272,0.00001453552,0.000090654,0.000001836061,0.0002271321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001020657,"threshold_uncertainty_score":0.003414452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08476896103315547,"score_gpt":0.3339457269373219,"score_spread":0.2491767659041665,"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."}}