{"id":"W4255343984","doi":"10.31525/ct1-nct04288596","title":"Canadian Adult Congenital Heart Disease Intervention Registry","year":2020,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Heart disease; Medicine; Intervention (counseling); Pediatrics; Cardiology; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006845708,0.000150976,0.0002792395,0.000189643,0.0002988569,0.00004503633,0.000149396,0.000126324,0.004367471],"category_scores_gemma":[0.01914846,0.0001352825,0.0001886144,0.0005626351,0.0005496883,0.00007109206,0.0002222858,0.0009920757,0.00127481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003313601,"about_ca_system_score_gemma":0.002482384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05615921,"about_ca_topic_score_gemma":0.07828999,"domain_scores_codex":[0.9964981,0.0002542396,0.0003110554,0.0004728576,0.001694274,0.0007694492],"domain_scores_gemma":[0.9906734,0.0002930538,0.00001302856,0.0003692416,0.0007413436,0.007909985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001950168,0.0004773265,0.04332981,0.001430508,0.0002574638,0.4425466,0.001013082,5.896786e-8,0.00009204371,0.0007709666,0.3611173,0.1470147],"study_design_scores_gemma":[0.01209288,0.003107259,0.0474425,0.001851267,0.0005161375,0.01540024,0.01330603,0.01684539,0.0002929698,0.000734177,0.8872597,0.001151436],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8899644,0.001943082,0.00001352234,0.1022519,0.0001192204,0.0005994882,0.0001168617,0.00007620362,0.00491526],"genre_scores_gemma":[0.9922817,0.00004044709,0.00002125928,0.005221188,0.0006909173,0.00009132161,0.0000517668,0.00003036068,0.001571073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5261424,"threshold_uncertainty_score":0.9995028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07634582643380898,"score_gpt":0.4123409215008034,"score_spread":0.3359950950669944,"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."}}