{"id":"W2604512463","doi":"","title":"Are family physicians using the CHADS2 score","year":2011,"lang":"en","type":"article","venue":"Canadian Family Physician","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Warfarin; Atrial fibrillation; Medical record; Stroke (engine); Internal medicine; Diabetes mellitus; Heart failure; Retrospective cohort study; Cardiology; Physical therapy; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.001652917,0.0002533824,0.0003627813,0.001350624,0.0007338299,0.0008202459,0.0003968876,0.001006857,0.005738272],"category_scores_gemma":[0.01676218,0.000301401,0.0003958975,0.001428867,0.000383484,0.001310576,0.0003934917,0.0005894866,0.0008223288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004795758,"about_ca_system_score_gemma":0.0008220471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01499733,"about_ca_topic_score_gemma":0.0146833,"domain_scores_codex":[0.9976991,0.0008409616,0.0001939614,0.0002691574,0.0007122583,0.0002845724],"domain_scores_gemma":[0.9849489,0.002832792,0.00870814,0.0003712202,0.001535348,0.001603653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003059187,0.00003554084,0.9921794,0.00001524089,0.0000417575,0.0001100475,0.0001316555,0.00004925781,0.00003328681,0.00002944083,0.002247861,0.005096003],"study_design_scores_gemma":[0.00001745173,0.0001120554,0.9940931,0.0001403818,0.00003860559,0.00164509,0.0006696712,0.0003201262,0.00006267902,0.0001093634,0.002775506,0.00001600764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671386,0.00410649,0.0006892842,0.008297095,0.0003477432,0.00005703353,0.003637667,0.00004808484,0.01567813],"genre_scores_gemma":[0.9964205,0.0009656656,0.000319009,0.000877036,0.0001435633,0.00001719683,0.0006773145,0.000004267147,0.0005754013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499733,"threshold_uncertainty_score":0.02982008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1654584489235801,"score_gpt":0.2963199942265455,"score_spread":0.1308615453029654,"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."}}