{"id":"W2077795906","doi":"10.1111/hex.12201","title":"Values and preferences for oral antithrombotic therapy in patients with atrial fibrillation: physician and patient perspectives","year":2014,"lang":"en","type":"article","venue":"Health Expectations","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"National Institutes of Health","keywords":"Medicine; Atrial fibrillation; Context (archaeology); Warfarin; Antithrombotic; Aspirin; Cluster (spacecraft); Patient satisfaction; Family medicine; Emergency medicine; Internal medicine; Surgery","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":[0.00004648946,0.00009223452,0.0002317158,0.0001090018,0.0001502603,0.00002450364,0.00001297528,0.00002231419,0.000005080545],"category_scores_gemma":[0.0000577659,0.00006956348,0.00003194985,0.0001293967,0.00005025505,0.0001163548,0.00000798561,0.00003158603,8.323899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002834364,"about_ca_system_score_gemma":0.00003964732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002775409,"about_ca_topic_score_gemma":0.00002191956,"domain_scores_codex":[0.9992988,0.00005536349,0.0001885558,0.0001950172,0.0001304812,0.0001317858],"domain_scores_gemma":[0.999524,0.0001514004,0.0001040403,0.00007611109,0.00008403515,0.0000604134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004977451,0.00001537398,0.9263079,0.00006213567,0.00004890096,5.199265e-8,0.01816339,0.00007359283,0.000001988751,0.001893666,0.00008398936,0.0528513],"study_design_scores_gemma":[0.003985898,0.002114528,0.9836704,0.0000457844,0.00001818828,1.674944e-7,0.008098135,0.0006292739,0.000003234029,0.0008021866,0.0005454669,0.00008670101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944863,0.001207792,0.0002517239,0.002555305,0.00006246423,0.001283871,0.000005445419,0.00002924886,0.0001178329],"genre_scores_gemma":[0.9962907,0.0001362653,0.003142081,0.0001510713,0.0002127214,0.000004609492,0.00003351063,0.00001014065,0.00001884078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05736257,"threshold_uncertainty_score":0.2836716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04899431545793157,"score_gpt":0.3513478237350067,"score_spread":0.3023535082770751,"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."}}