{"id":"W2981793335","doi":"10.1186/s12875-019-1029-1","title":"Atrial fibrillation care in rural communities: a mixed methods study of physician and patient perspectives","year":2019,"lang":"en","type":"article","venue":"BMC Family Practice","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"Institute of Aging; Canadian Institutes of Health Research","keywords":"Medicine; Focus group; Context (archaeology); Atrial fibrillation; Specialty; Family medicine; Obstructive sleep apnea; Stroke (engine); Emergency department; Medical emergency; MEDLINE; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003779281,0.0001165112,0.0003411221,0.0001562758,0.00004408509,0.00002151887,0.00004040187,0.00004444656,0.000009668352],"category_scores_gemma":[0.0004279682,0.0001052221,0.00008785628,0.0002326126,0.00002685746,0.0003434306,0.0000933976,0.0001104089,0.000006544103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006851993,"about_ca_system_score_gemma":0.00004264075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008176217,"about_ca_topic_score_gemma":0.00007261676,"domain_scores_codex":[0.9984435,0.000783855,0.0003093543,0.0001155282,0.0002391317,0.0001085844],"domain_scores_gemma":[0.9977754,0.001510567,0.0002507308,0.0002625094,0.000172037,0.00002876815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.004753964,0.00006842148,0.6898865,0.0002150238,0.0002553095,0.000002227695,0.2245378,0.0007557587,0.0007099609,0.0008007347,0.00003427684,0.07798001],"study_design_scores_gemma":[0.003066545,0.001029328,0.2976058,0.00004131531,0.0001641467,0.000001038301,0.6941754,0.000587449,0.00001767659,0.000009777662,0.003223094,0.00007846969],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924949,0.001734141,0.00007647689,0.0001190161,0.0002370029,0.001339822,0.000001619971,0.00002343488,0.003973557],"genre_scores_gemma":[0.9937151,0.0000904936,0.005877059,0.00006798378,0.0001684439,0.000001531366,0.000009778336,0.00001368184,0.00005594125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4696376,"threshold_uncertainty_score":0.4290832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06294100551130809,"score_gpt":0.3991045417136656,"score_spread":0.3361635362023574,"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."}}