{"id":"W2150537403","doi":"10.1186/1472-6963-8-221","title":"Values and preferences in oral anticoagulation in patients with atrial fibrillation, physicians' and patients' perspectives: protocol for a two-phase study","year":2008,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Patient-Provider Communication in Healthcare","field":"Health Professions","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"Instituto de Salud Carlos III","keywords":"Medicine; Atrial fibrillation; Warfarin; Stroke (engine); Context (archaeology); Aspirin; Feeling; Focus group; Intensive care medicine; Family medicine; Internal medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"},{"model":"grok","categories":[],"domain":null,"study_design":"not_applicable","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"opus","categories":[],"domain":null,"study_design":"design_other","genre":"protocol","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001443208,0.0002082598,0.0004821779,0.0005856165,0.00150127,0.00002781171,0.0002442985,0.0001179271,0.00001002082],"category_scores_gemma":[0.000210819,0.0001781566,0.00002301001,0.000907625,0.0001590726,0.000535286,0.0002509737,0.0006084715,0.00000367097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004752799,"about_ca_system_score_gemma":0.001113416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006572503,"about_ca_topic_score_gemma":0.01042577,"domain_scores_codex":[0.9923881,0.004278797,0.00102758,0.000647593,0.0008437115,0.0008141982],"domain_scores_gemma":[0.9957905,0.001620723,0.0004308326,0.0005101159,0.001444765,0.0002030544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003140953,0.0005664053,0.8569524,0.002045616,0.000007026906,1.515375e-7,0.1348512,0.00003542731,1.318027e-7,0.00003121483,0.000008473326,0.002360978],"study_design_scores_gemma":[0.02746856,0.003667705,0.8884655,0.0009210979,0.000002423149,6.324739e-8,0.07572127,0.00327,2.736913e-7,0.0002572374,0.00008778664,0.0001380475],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8051636,0.0001193428,0.000008086819,0.0001374275,0.00003100516,0.194449,0.0000381744,0.00002975033,0.00002361501],"genre_scores_gemma":[0.9473776,0.00001897695,0.001092232,0.00007645645,0.0001047815,0.05120077,0.0000847119,0.00003162073,0.00001289077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1432483,"threshold_uncertainty_score":0.9997987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2509830083429519,"score_gpt":0.5442308708348322,"score_spread":0.2932478624918803,"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."}}