{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007669513,0.00007841001,0.0001551286,0.00008497898,0.0001577167,0.00001372246,0.00004128729,0.00006001164,0.00001906199],"category_scores_gemma":[0.0001989303,0.00005216807,0.0001396908,0.0003512465,0.00002023555,0.00003884565,0.00001754764,0.0001493457,0.0003720179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005030828,"about_ca_system_score_gemma":0.00007687083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000230704,"about_ca_topic_score_gemma":0.00001852348,"domain_scores_codex":[0.9989753,0.00005366975,0.0002298506,0.0001995527,0.0003547767,0.0001868629],"domain_scores_gemma":[0.999276,0.0001062884,0.00004267945,0.0004272605,0.00005577665,0.00009200801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001337379,0.0003027876,0.907422,0.0002218011,0.0003231468,0.0001949441,0.004781295,0.003577113,0.0008577742,0.00004047643,0.03236832,0.04857296],"study_design_scores_gemma":[0.001045064,0.00009798085,0.9886705,0.00002445052,0.00006706664,0.00002538678,0.000566312,0.0006294076,0.00001720047,0.00002424423,0.008777127,0.00005531721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945317,0.0002059367,0.0000120754,0.002505418,0.0003147392,0.0008623471,0.000005699887,0.0001690278,0.001393056],"genre_scores_gemma":[0.9991929,0.00003504923,0.000006520575,0.0001868638,0.0003304785,0.00002026037,0.0001115628,0.00001470774,0.0001016515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08124845,"threshold_uncertainty_score":0.4781662,"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."}}