{"id":"W4387476280","doi":"10.1016/j.cjcpc.2023.10.001","title":"Global Access to Comprehensive Care for Paediatric and Congenital Heart Disease","year":2023,"lang":"en","type":"article","venue":"CJC Pediatric and Congenital Heart Disease","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Heart disease; Medicine; Workforce; Health care; Disease; Pediatrics; Service delivery framework; Service (business); Economic growth; Business; Cardiology; Internal medicine; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001252949,0.0001969244,0.000284068,0.001632683,0.0003997253,0.00104808,0.0004097573,0.0004315593,0.02324275],"category_scores_gemma":[0.005807679,0.0001111922,0.0003521221,0.002896884,0.0002983078,0.001097557,0.002060855,0.0008299553,0.001348265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001235813,"about_ca_system_score_gemma":0.005577434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02115011,"about_ca_topic_score_gemma":0.0213351,"domain_scores_codex":[0.9989759,0.0002586827,0.0001226807,0.000107258,0.0002844962,0.0002509916],"domain_scores_gemma":[0.9975866,0.0004489803,0.0004584414,0.0001043575,0.0005329737,0.0008686578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008206998,0.0001046489,0.3557535,0.003091377,0.0002771998,0.0005175035,0.002452971,0.0002963896,0.0004644502,0.02320369,0.2093463,0.40441],"study_design_scores_gemma":[0.00002973431,0.000105143,0.6153172,0.003247578,0.00008898401,0.0009283514,0.002477976,0.0001401998,0.0001114269,0.002452488,0.3750798,0.00002102904],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2506375,0.191506,0.002305035,0.09719656,0.002376451,0.0004112023,0.07956897,0.0004295869,0.3755687],"genre_scores_gemma":[0.7877566,0.139522,0.004071651,0.01362205,0.001641255,0.0005506593,0.03525637,0.00008874333,0.01749064],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02324275,"threshold_uncertainty_score":0.07775474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0246985636086499,"score_gpt":0.3164734262812448,"score_spread":0.2917748626725949,"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."}}