{"id":"W4302293207","doi":"10.1016/j.chest.2022.05.012","title":"Cardiac Surgery for Atrial Septal Defect Repair","year":2022,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Lawson Health Research Institute; Robarts Clinical Trials; Western University","funders":"","keywords":"Septum secundum; Medicine; Asymptomatic; Cardiology; Internal medicine; Hematocrit; Nuclear 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008774545,0.0006672827,0.0009065688,0.0009668496,0.003946651,0.002080116,0.001058731,0.04059224,0.006819897],"category_scores_gemma":[0.008387486,0.000612596,0.001631257,0.0004945778,0.002072155,0.001515691,0.001078907,0.02572624,0.002591469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00283567,"about_ca_system_score_gemma":0.00296222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003196356,"about_ca_topic_score_gemma":0.01067571,"domain_scores_codex":[0.9991917,0.0001308102,0.0001061903,0.0001043898,0.0002316548,0.0002352189],"domain_scores_gemma":[0.9976513,0.001195539,0.0001775685,0.0001067004,0.0002177462,0.0006512007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003300232,0.0002222511,0.007318057,0.0001442082,0.00009166179,0.3235448,0.0004701384,0.0004452194,0.002838019,0.008743482,0.6301987,0.02565343],"study_design_scores_gemma":[0.0005371314,0.0006261928,0.02092083,0.001181185,0.000210071,0.2107182,0.001524176,0.00356748,0.002076362,0.02711854,0.73127,0.0002498647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00952151,0.003198934,0.0006767207,0.9124817,0.04526297,0.00007551878,0.00009941517,0.0000773759,0.02860583],"genre_scores_gemma":[0.08065061,0.004282873,0.001330643,0.7195426,0.1612652,0.00009991086,0.0001552727,0.00007781266,0.03259508],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04059224,"threshold_uncertainty_score":0.02281487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03623629591378333,"score_gpt":0.2911846972046729,"score_spread":0.2549484012908896,"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."}}