{"id":"W2106887034","doi":"10.1161/circulationaha.110.989772","title":"Evaluating Research in Cardiovascular Medicine","year":2011,"lang":"en","type":"article","venue":"Circulation","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women and Children’s Health Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates - Health Solutions","keywords":"Medicine; Intensive care medicine; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01260498,0.00006036924,0.0002363849,0.0004120287,0.00006352604,0.000002923793,0.00005542564,0.00009628353,0.0004072176],"category_scores_gemma":[0.02735319,0.00004763508,0.00005229285,0.0007317048,0.0001348176,0.00006996077,0.00002070842,0.0004605466,0.0001096878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001028,"about_ca_system_score_gemma":0.001232214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009257329,"about_ca_topic_score_gemma":0.000009823128,"domain_scores_codex":[0.9969716,0.0003711304,0.0002635354,0.0002208616,0.001519764,0.0006530812],"domain_scores_gemma":[0.997752,0.000190821,0.00001917017,0.000350336,0.0003032442,0.001384444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000293149,0.0001804924,0.2536291,0.0006097127,0.00007105936,0.0002994145,0.00443323,0.0000340603,0.00531733,0.000910098,0.001253592,0.7329688],"study_design_scores_gemma":[0.002206894,0.0003604878,0.986807,0.0005264358,0.00002254436,0.0000357637,0.0002817025,0.003813771,0.0002012311,0.00223102,0.003456597,0.00005656375],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9377061,0.002375871,0.000655722,0.003518658,0.0001255998,0.0009457347,3.013298e-7,0.00003860414,0.05463346],"genre_scores_gemma":[0.9986238,0.00007531457,0.0004309462,0.0004919888,0.0002809237,0.00003419868,0.00001038385,0.00001169016,0.00004078561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7331779,"threshold_uncertainty_score":0.9808398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7824294877412946,"score_gpt":0.5904036217508691,"score_spread":0.1920258659904255,"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."}}