{"id":"W2577053477","doi":"10.1161/circoutcomes.116.003152","title":"Effect of Prepublication Results on Trends in Prescribing of Antihypertensive Medication","year":2017,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; Heart and Stroke Foundation of Canada","keywords":"Medicine; Antihypertensive drug; Intensive care medicine; Internal medicine; Blood pressure","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":[0.002298841,0.0001172093,0.0009686839,0.0002075415,0.0001048208,0.00001238712,0.00006989999,0.0001080893,0.000002809904],"category_scores_gemma":[0.001789049,0.00008808113,0.00037568,0.00008716603,0.000137083,0.0001270581,0.00004295708,0.00009380851,6.86081e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009252818,"about_ca_system_score_gemma":0.00001498626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003140983,"about_ca_topic_score_gemma":0.000006738415,"domain_scores_codex":[0.998374,0.0002819581,0.0005128236,0.0002777183,0.00045555,0.00009787671],"domain_scores_gemma":[0.9981688,0.0003084154,0.0003293445,0.0009235007,0.0002265885,0.00004337482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005946935,0.0001111241,0.8075087,0.0005528195,0.002354037,0.000006229831,0.0007529239,0.0001079254,0.001823138,0.0006666314,0.0001393986,0.1853824],"study_design_scores_gemma":[0.003708478,0.0001139281,0.9897051,0.0001408739,0.0008481558,0.000006224376,0.00004588006,0.0001373626,0.004612342,0.00002829084,0.0005765873,0.00007671856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923922,0.0026608,0.0001015357,0.002169073,0.0001036325,0.0003237129,0.00001461087,0.00001851407,0.002215899],"genre_scores_gemma":[0.9995779,0.0001194574,0.0000408932,0.0001355249,0.00003550973,0.00001078213,0.00003883916,0.000007358145,0.00003376176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1853057,"threshold_uncertainty_score":0.3591844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08795703794079039,"score_gpt":0.3642982048688224,"score_spread":0.276341166928032,"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."}}