{"id":"W4417296757","doi":"10.1093/pch/pxaf116.093","title":"93 Vulnerability, connections and transformation: positive and negative impacts of complex congenital heart disease on families","year":2025,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Heart disease; Anxiety; Disease; Pregnancy; Interpersonal relationship","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":[0.003485012,0.0002963761,0.0002835433,0.0007356555,0.003610607,0.002314477,0.0004534087,0.0006103886,0.003823263],"category_scores_gemma":[0.01300776,0.0002018808,0.000362159,0.0005611285,0.00405414,0.001907959,0.004350556,0.001419666,0.0001421244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102614,"about_ca_system_score_gemma":0.001622731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715414,"about_ca_topic_score_gemma":0.006796569,"domain_scores_codex":[0.9955301,0.002975543,0.0001536015,0.0001781279,0.0006122269,0.000550463],"domain_scores_gemma":[0.9909922,0.004679479,0.001934005,0.0002228958,0.0006797196,0.00149176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000167671,0.0001323042,0.4392986,0.0004384518,0.0001306639,0.004901638,0.4910065,0.0002833307,0.001051579,0.003668896,0.005852261,0.05306801],"study_design_scores_gemma":[0.000008295841,0.00014343,0.1892072,0.0004297215,0.00004207303,0.003580415,0.7900025,0.0001545924,0.000361125,0.001614514,0.01439908,0.00005713076],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860882,0.001224981,0.0002336343,0.004365684,0.00006035866,0.00001263255,0.00007029117,0.000005152516,0.007939124],"genre_scores_gemma":[0.998974,0.0005003391,0.00006210903,0.000185559,0.0000137517,0.00000845131,0.00001131394,0.000001573888,0.0002428846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004715414,"threshold_uncertainty_score":0.01843071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687426462579551,"score_gpt":0.3150171664772912,"score_spread":0.2981429018514957,"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."}}