{"id":"W2131060488","doi":"10.1111/j.1460-9592.2011.03591.x","title":"Adult congenital heart disease","year":2011,"lang":"en","type":"article","venue":"Pediatric Anesthesia","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Medicine; Heart disease; Multidisciplinary approach; Disease; Multidisciplinary team; Intensive care medicine; Population; Pediatrics; Cardiology; Internal medicine; Nursing","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006260222,0.0002034021,0.0002754658,0.0001298116,0.0001008415,0.000009642908,0.00007582524,0.00005199815,0.0005416069],"category_scores_gemma":[0.0001199823,0.0001791546,0.0001781687,0.0002753516,0.00009217465,0.00009431809,0.00003458718,0.0001207503,0.001298729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002999555,"about_ca_system_score_gemma":0.0001763004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000468969,"about_ca_topic_score_gemma":0.00000309076,"domain_scores_codex":[0.9987627,0.00002984326,0.000236669,0.0003156293,0.0002990365,0.000356111],"domain_scores_gemma":[0.9988003,0.00004003791,0.00003196099,0.0003500781,0.0001998512,0.0005777936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005118636,0.0003359254,0.9877589,0.0001086149,0.000032802,0.001405894,0.0003929911,1.062928e-8,0.000004907759,0.0003333863,0.008504631,0.0006100101],"study_design_scores_gemma":[0.0007436762,0.0001866643,0.9951995,0.000006958017,0.0007175471,0.0003057128,0.0001434121,0.00002916285,0.00001808767,0.0003036134,0.002111675,0.0002339935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911034,0.002372873,0.000007202174,0.0008333961,0.00006134822,0.0003953112,0.000005933882,0.0002203826,0.005000133],"genre_scores_gemma":[0.9956484,0.00009657074,0.0004329504,0.001788451,0.0005871222,0.00006249998,0.000008395766,0.00003735645,0.001338225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007440534,"threshold_uncertainty_score":0.9994789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121582078993653,"score_gpt":0.247147609810954,"score_spread":0.2259317890210175,"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."}}