{"id":"W1730238419","doi":"10.12968/indn.2011.21.2.82149","title":"Stroke prevention in atrial fibrillation","year":2011,"lang":"en","type":"article","venue":"Independent Nurse","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Stroke Network","funders":"","keywords":"Medicine; Atrial fibrillation; Stroke (engine); Stroke risk; Cardiology; Intensive care medicine; Ischemic stroke","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":[0.0002247324,0.00009979156,0.0001843798,0.0002260725,0.00002689211,0.00001128941,0.0000452799,0.0000965059,0.0008813887],"category_scores_gemma":[0.00005463498,0.00009346049,0.0001894068,0.0001482007,0.00001715075,0.0001708557,0.00001853578,0.0000896311,0.0002024442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007087808,"about_ca_system_score_gemma":0.00003539908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005825613,"about_ca_topic_score_gemma":0.00004788545,"domain_scores_codex":[0.9990264,0.00004141658,0.0002990032,0.0001880938,0.0002837272,0.0001613475],"domain_scores_gemma":[0.9996169,0.0000215605,0.00009410166,0.0001752386,0.0000329357,0.0000592489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009253349,0.000008994934,0.9658009,0.00001339426,0.00004996071,0.00002412269,0.0004623488,0.00004614216,0.0002470028,0.001933485,0.0001090274,0.03037931],"study_design_scores_gemma":[0.004284529,0.0002841778,0.9854614,0.00004735959,0.0001180753,0.0000106224,0.000334216,0.0003673465,0.0006431472,0.00128786,0.007020344,0.0001409458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684663,0.0001098384,0.000353231,0.0003185295,0.0007289373,0.0006571895,0.000001888467,0.00007902349,0.02928508],"genre_scores_gemma":[0.9887471,0.00002322878,0.0005778493,0.00002320991,0.0009650016,8.434016e-7,0.00002321207,0.00001323242,0.009626349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03023836,"threshold_uncertainty_score":0.9650587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08035025457096713,"score_gpt":0.3407796570683351,"score_spread":0.260429402497368,"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."}}