{"id":"W2810880449","doi":"10.1161/circulationaha.118.035695","title":"<i>Circulation</i> Global Rounds","year":2018,"lang":"he","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Virtual University; Canadian Armed Forces","funders":"","keywords":"Medicine; Library science; Extant taxon; Family medicine","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000678107,0.0003400035,0.0005434415,0.0001256652,0.0004894983,0.00009108371,0.0001224888,0.0004849787,0.0009701044],"category_scores_gemma":[0.0002540815,0.0003398914,0.0005041367,0.0009385215,0.0002540583,0.000256101,0.00004513182,0.000257223,0.00358265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001043403,"about_ca_system_score_gemma":0.000685684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006257545,"about_ca_topic_score_gemma":0.0001020512,"domain_scores_codex":[0.9968913,0.0001981646,0.0006803841,0.0006518135,0.0008779783,0.0007004199],"domain_scores_gemma":[0.997739,0.00005114559,0.000226194,0.000883749,0.0005683033,0.0005315853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000132553,0.0001164948,0.9481531,0.0002772238,0.0003431179,0.00002460834,0.0005780725,0.0002577953,0.0003541828,0.002108964,0.002545547,0.04510837],"study_design_scores_gemma":[0.001923319,0.00008281536,0.9501416,0.0001894853,0.0005667022,0.0001500716,0.0001333229,0.005905808,0.00005488485,0.0006235047,0.03989668,0.0003317907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9385563,0.006817047,0.01762876,0.000952857,0.005986088,0.00114031,0.0000593072,0.0002280244,0.02863128],"genre_scores_gemma":[0.991573,0.0002325758,0.0001443898,0.0009053072,0.006729532,0.00001081342,0.0002111507,0.00004445899,0.0001487989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05301665,"threshold_uncertainty_score":0.9999431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02158994722285224,"score_gpt":0.3033520331764287,"score_spread":0.2817620859535764,"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."}}