{"id":"W2526464916","doi":"10.1016/j.cjca.2016.07.264","title":"GLUTARALDEHYDE TREATMENT OF HOMOGRAFT PATCHES POTENTIALLY INCREASES THE RISK OF RE-COARCTATION POST-NORWOOD: A COHORT STUDY","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Norwood procedure; Glutaraldehyde; Surgery; Cohort; Internal medicine; Hypoplastic left heart syndrome; Pathology; Heart disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006134143,0.0004894746,0.0004504068,0.000563772,0.0008095743,0.0009476407,0.0004901381,0.0008566317,0.002565453],"category_scores_gemma":[0.001650702,0.0007032925,0.00122503,0.0006871478,0.0004934105,0.0006167232,0.0003202564,0.001256513,0.000340704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000331958,"about_ca_system_score_gemma":0.0004097959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005686031,"about_ca_topic_score_gemma":0.005418572,"domain_scores_codex":[0.9995227,0.00009935124,0.00004734035,0.0001394311,0.00007915467,0.0001120929],"domain_scores_gemma":[0.9984797,0.000241842,0.0004632584,0.0004476142,0.0001332159,0.0002343948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003200245,0.0005950868,0.9910239,0.00002664096,0.0006530235,0.0003713926,0.0002100227,0.00002987866,0.001447629,0.00006369744,0.0001656412,0.00221277],"study_design_scores_gemma":[0.0001164823,0.001437718,0.9958941,0.00001580621,0.0005146619,0.0008028949,0.0003662775,0.000136608,0.0003026654,0.00006926358,0.0003265457,0.00001695869],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992667,0.0003030192,0.00005939323,0.0000202261,0.00001117221,0.000007387178,0.00007800975,0.000002217468,0.0002519815],"genre_scores_gemma":[0.9993846,0.000199759,0.00005129761,0.00002209639,0.00001571851,0.000005483813,0.00008100767,0.000003571912,0.0002363154],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005686031,"threshold_uncertainty_score":0.01130587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202057511698217,"score_gpt":0.2478597969661885,"score_spread":0.2358392218492064,"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."}}