{"id":"W89596895","doi":"10.69645/disw8162","title":"Atrial fibrillation, anticoagulation and vitamins for homocysteine","year":2015,"lang":"en","type":"article","venue":"˜The œbiomedical & life sciences collection.","topic":"Folate and B Vitamins Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Atrial fibrillation; Homocysteine; Medicine; Cardiology; Internal medicine","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":[0.001450865,0.000106453,0.0002103141,0.0002698999,0.0006558482,0.00007769757,0.0001183912,0.000106271,0.00003801886],"category_scores_gemma":[0.001038178,0.00006583966,0.0000892614,0.001632895,0.0008950318,0.0001509202,0.00006252902,0.000110063,0.00002154529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007764754,"about_ca_system_score_gemma":0.0008699989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001348266,"about_ca_topic_score_gemma":0.0000505743,"domain_scores_codex":[0.9981631,0.00007089355,0.0002884457,0.0003112064,0.0008606426,0.0003056876],"domain_scores_gemma":[0.9987391,0.0003478905,0.00006569141,0.0001504011,0.000271421,0.0004255419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004537513,0.0005168264,0.1355304,0.0004871854,0.0007343449,0.00003919984,0.004838422,0.0007340087,0.01296072,0.003543345,0.7174381,0.1186399],"study_design_scores_gemma":[0.01272539,0.008857713,0.05332029,0.0001111632,0.0002867695,0.0004655129,0.00176926,0.3576457,0.0003894563,0.00315653,0.5608039,0.000468302],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.953775,0.002414211,0.01292348,0.02470516,0.001677224,0.002018334,0.00002272645,0.0001386094,0.002325251],"genre_scores_gemma":[0.9925821,0.0000735472,0.001190627,0.0002606237,0.001747266,0.00001432707,0.0000241851,0.000009539926,0.004097803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569117,"threshold_uncertainty_score":0.5044321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06291825542738694,"score_gpt":0.3501276136874296,"score_spread":0.2872093582600426,"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."}}