{"id":"W4324139884","doi":"10.1161/circ.147.suppl_1.p632","title":"Abstract P632: The Ballana Heart Study: Preliminary Results","year":2023,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiovascular Health and Risk Factors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Overweight; Family history; Anthropometry; Population; Cohort; Obesity; Demography; Pediatrics; Incidence (geometry); Internal medicine; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003084887,0.001105672,0.000738544,0.0008030434,0.0009098281,0.001247368,0.0009565176,0.001433017,0.006768334],"category_scores_gemma":[0.002505406,0.0006404708,0.0005872261,0.001555977,0.0003775497,0.0006297459,0.001467847,0.001066508,0.00354057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003040568,"about_ca_system_score_gemma":0.0007213631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01002434,"about_ca_topic_score_gemma":0.01247758,"domain_scores_codex":[0.99823,0.0009345897,0.00009402019,0.0002873988,0.0003000034,0.0001539946],"domain_scores_gemma":[0.998444,0.0002503759,0.0002541745,0.0001500954,0.0003599878,0.0005413744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01325618,0.001441461,0.9482709,0.0003810351,0.0006994861,0.001874872,0.001136007,0.0001919118,0.003389538,0.0001495132,0.01176998,0.01743924],"study_design_scores_gemma":[0.001207117,0.00135005,0.9908731,0.00005611405,0.0002816649,0.0005432431,0.0003483573,0.0001668766,0.0001517216,0.00008530234,0.004912286,0.00002418195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617196,0.003522861,0.001072662,0.002211126,0.0001915832,0.001308254,0.01957533,0.0000889155,0.01030961],"genre_scores_gemma":[0.9690726,0.001189443,0.001832633,0.0009484977,0.0003584958,0.001241384,0.01731079,0.00007213454,0.007974007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01002434,"threshold_uncertainty_score":0.02264237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04064609992573163,"score_gpt":0.3205285877850842,"score_spread":0.2798824878593525,"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."}}