{"id":"W3147770985","doi":"10.1161/circresaha.121.319181","title":"A Compendium on Hypertension","year":2021,"lang":"en","type":"article","venue":"Circulation Research","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital","funders":"British Heart Foundation","keywords":"Compendium; Medicine; Internal medicine; Cardiology; Computer science; Geography","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":[0.0003771268,0.00006557725,0.0002341705,0.0001497533,0.0002359092,0.00002792514,0.00003470662,0.00007027472,0.0004741399],"category_scores_gemma":[0.0003250697,0.00005436258,0.00006155135,0.0003940914,0.00006651889,0.00003361736,0.00006619982,0.0003183109,0.0006614505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001613675,"about_ca_system_score_gemma":0.0001153829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002014678,"about_ca_topic_score_gemma":0.000006155187,"domain_scores_codex":[0.9985341,0.0001375967,0.0001302752,0.0002650561,0.0007063987,0.0002265724],"domain_scores_gemma":[0.9982396,0.000253514,0.00001350642,0.0003450199,0.001043624,0.0001046757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006013985,0.002055275,0.09553766,0.0003641535,0.0008088194,0.00504881,0.0008217019,0.0002290954,0.3525332,0.0143541,0.4923643,0.03528149],"study_design_scores_gemma":[0.002072055,0.0001935648,0.7954801,0.000223085,0.0001406062,0.0005309811,0.0005866602,0.002068877,0.01137265,0.0008184807,0.1863559,0.0001570674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8646538,0.004769022,0.00004884661,0.02702432,0.0002486086,0.0003884247,0.000003408893,0.0001034997,0.1027601],"genre_scores_gemma":[0.9941872,0.00008817583,0.0001149469,0.002913482,0.0002004041,0.00001128444,0.00002917328,0.000012882,0.00244241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6999424,"threshold_uncertainty_score":0.8501829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2775609508749072,"score_gpt":0.4182080886069377,"score_spread":0.1406471377320305,"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."}}