{"id":"W2755140336","doi":"10.1177/2333794x17731667","title":"Impact of a Pediatric Cardiology Clinical Program on Congenital Heart Disease Outcomes in Guyana","year":2017,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Alberta Children's Hospital; Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Cumming School of Medicine, University of Calgary","keywords":"Medicine; Referral; Cohort; Psychological intervention; Interventional cardiology; Heart disease; Pediatrics; Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007486129,0.0003435874,0.001477743,0.0001960766,0.0002172704,0.00002550852,0.0002215451,0.0001509668,0.00002245482],"category_scores_gemma":[0.002316304,0.0002727646,0.0007947974,0.0003236835,0.0002227944,0.00009561183,0.0002168377,0.0003700608,0.000112409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004581004,"about_ca_system_score_gemma":0.002793066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001454681,"about_ca_topic_score_gemma":0.0001626671,"domain_scores_codex":[0.9966095,0.000267075,0.001088463,0.0006168222,0.000497127,0.0009209861],"domain_scores_gemma":[0.996926,0.0002246925,0.0003301377,0.001048598,0.0001810605,0.001289491],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007399475,0.001480509,0.9775311,0.0002064071,0.0001211696,0.0002014596,0.00001526757,0.000001782782,2.682264e-8,0.00001758127,0.007597757,0.01208696],"study_design_scores_gemma":[0.003138627,0.00328073,0.9927652,0.000009853758,0.0003063815,0.00001294585,0.00001678856,0.00002606882,1.083541e-8,0.00009449441,0.0001622144,0.0001866726],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904594,0.002836634,0.000001206031,0.002424393,0.0005762052,0.001812618,0.0006759554,0.00009806934,0.00111546],"genre_scores_gemma":[0.9966568,0.001000353,0.0001335767,0.0004711366,0.001576932,0.00007301044,0.00002481543,0.00002197035,0.00004141215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01523408,"threshold_uncertainty_score":0.9999725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06554723451289786,"score_gpt":0.4704524979622203,"score_spread":0.4049052634493224,"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."}}