{"id":"W4407811489","doi":"10.1007/978-3-031-70973-9_2","title":"Atrial Septal Defects (ASD)","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Cardiology; Internal medicine; 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":[0.0001468559,0.0004872481,0.0003379746,0.0007393154,0.0004215118,0.001144077,0.0003953694,0.0006838985,0.06120548],"category_scores_gemma":[0.0004405889,0.0001512189,0.0003006943,0.0005803176,0.0003488474,0.001073517,0.0009697284,0.001402747,0.02484114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003143205,"about_ca_system_score_gemma":0.0004367368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006985665,"about_ca_topic_score_gemma":0.002431726,"domain_scores_codex":[0.9999121,0.00001056725,0.000004616852,0.00001162496,0.00005123266,0.000009729516],"domain_scores_gemma":[0.9998934,0.00005844084,0.000005920949,0.000007140365,0.00001918993,0.000015862],"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":[0.00001364798,0.0000449206,0.00009622495,0.0002452777,0.0000034948,0.0005098702,0.0001494507,0.0003659354,0.0009164666,0.04454847,0.5377954,0.4153108],"study_design_scores_gemma":[0.000001907392,0.00001070245,0.0001549992,0.0001314827,0.00000157283,0.0009840404,0.00003309364,0.00008310129,0.00009627828,0.006576174,0.9919232,0.000003411497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008706767,0.04081088,0.004711639,0.00208825,0.005619598,0.00003639376,0.0001610356,0.0001782908,0.9455232],"genre_scores_gemma":[0.003304154,0.02634216,0.003414853,0.001594435,0.001640137,0.00003192768,0.0001697146,0.00009699805,0.9634057],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06120548,"threshold_uncertainty_score":0.2047527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01812888234889799,"score_gpt":0.2515430413188814,"score_spread":0.2334141589699835,"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."}}