{"id":"W4223541986","doi":"10.1016/j.chest.2021.11.020","title":"Hyperpolarized 129Xe Pulmonary MRI and Asymptomatic Atrial Septal Defect","year":2022,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Asymptomatic; Cardiology; Medicine; Internal medicine","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":[0.000512575,0.0001458771,0.0002352487,0.00007893916,0.0008048757,0.0001231507,0.0002537604,0.00002176981,0.001522295],"category_scores_gemma":[0.000007122941,0.000135331,0.0006482776,0.0001464361,0.00007191925,0.0001701404,0.0002779009,0.0008050386,0.00003726967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001111705,"about_ca_system_score_gemma":0.0003190037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002372679,"about_ca_topic_score_gemma":1.062025e-7,"domain_scores_codex":[0.9986701,0.000184675,0.0002450418,0.0001872153,0.0003585393,0.0003544243],"domain_scores_gemma":[0.9993834,0.0001145036,0.0001185827,0.0001464019,0.00003208548,0.0002049746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009253095,0.0009900538,0.3530796,0.0001309218,0.004321489,0.0004251996,0.005561936,0.0006996893,0.01708312,0.0213689,0.01113574,0.5842781],"study_design_scores_gemma":[0.02946765,0.0008716034,0.0270518,0.0001724257,0.002010449,0.004975855,0.03437963,0.2509575,0.002107435,0.4004952,0.2430584,0.004452064],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767061,0.0007557089,0.01018418,0.0003183349,0.0004178892,0.0002057344,0.00004263175,0.00002666232,0.01134276],"genre_scores_gemma":[0.9979729,0.0000108346,0.0003042946,0.0000301745,0.001039022,0.00001119948,0.00001714267,0.00002514206,0.0005892855],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5798261,"threshold_uncertainty_score":0.9993904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01230913859012922,"score_gpt":0.256711629492952,"score_spread":0.2444024909028227,"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."}}