{"id":"W4251458043","doi":"10.1111/j.1538-7836.2007.tb00030.x","title":"Abstract","year":2007,"lang":"en","type":"article","venue":"Journal of Thrombosis and Haemostasis","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hamilton General Hospital","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005165546,0.0005946757,0.000334263,0.001184531,0.0008712532,0.002218176,0.0008362923,0.001054956,0.7358882],"category_scores_gemma":[0.001691752,0.0001541586,0.0005366814,0.0005782347,0.0002216223,0.0007423427,0.001270834,0.0009853438,0.5018643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008441829,"about_ca_system_score_gemma":0.001500945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00174946,"about_ca_topic_score_gemma":0.002453217,"domain_scores_codex":[0.9996055,0.0000406602,0.00002255555,0.00005295332,0.0002141466,0.00006431405],"domain_scores_gemma":[0.9988284,0.00006445648,0.00003846363,0.0001015177,0.0006309766,0.0003362514],"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":[0.000205482,0.0001235909,0.0007469513,0.0002050249,0.000009411181,0.000231423,0.00004379572,0.00006270481,0.0008384787,0.004861006,0.7818117,0.2108605],"study_design_scores_gemma":[0.00003382989,0.0000515095,0.001674493,0.0001482378,0.000008695553,0.0002256596,0.00006279683,0.00004829746,0.0005935995,0.002052493,0.9950948,0.000005547889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002814423,0.001641725,0.001538129,0.0114392,0.01350626,0.0003518645,0.007045815,0.0007408695,0.9609218],"genre_scores_gemma":[0.01012299,0.0009057377,0.0005580876,0.002908691,0.00174628,0.00009923974,0.003823271,0.0001029468,0.9797328],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2641118,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1571867968772107,"score_gpt":0.4073392791438292,"score_spread":0.2501524822666185,"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."}}