{"id":"W2597105361","doi":"10.1161/circresaha.116.308983","title":"Noninvasive Imaging in Adult Congenital Heart Disease","year":2017,"lang":"en","type":"review","venue":"Circulation Research","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"Society for Cardiovascular Magnetic Resonance","keywords":"Medicine; Magnetic resonance imaging; Cardiac imaging; Heart disease; Cardiology; Cardiac magnetic resonance imaging; Internal medicine; Disease; Radiology; Medical imaging","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":[],"category_scores_codex":[0.0007793107,0.0003577413,0.001336936,0.001102902,0.0004157286,0.000166864,0.0002453177,0.0001497085,0.0001865182],"category_scores_gemma":[0.003147884,0.000329789,0.0005210651,0.0004984588,0.0004691315,0.0001988308,0.0003195701,0.001000958,0.001131145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006064929,"about_ca_system_score_gemma":0.002274421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001599721,"about_ca_topic_score_gemma":0.00009211928,"domain_scores_codex":[0.9963045,0.0004333305,0.0006155279,0.0007740767,0.00114281,0.0007298316],"domain_scores_gemma":[0.9966557,0.0005105764,0.00009928374,0.001128435,0.001036997,0.0005689948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006402842,0.0001890831,0.02384675,0.01820236,0.0001303669,0.002323592,0.0001238864,3.028806e-7,5.799405e-7,0.0001097792,0.001806603,0.9532027],"study_design_scores_gemma":[0.001441244,0.00004623626,0.06650091,0.03040124,0.0008918681,0.000271359,0.0001899888,0.0005093447,1.828859e-7,0.0002642592,0.8987893,0.0006940627],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000900698,0.9903462,0.000001355499,0.0004310745,0.000160743,0.002935272,0.0001015368,0.00005273015,0.005070405],"genre_scores_gemma":[0.04869423,0.9484647,0.00001078087,0.00006115515,0.0004539905,0.0006732738,0.0002622142,0.00009464055,0.001285043],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9525086,"threshold_uncertainty_score":0.9999154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2337275649271593,"score_gpt":0.4970561122270294,"score_spread":0.2633285472998702,"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."}}