{"id":"W4413745984","doi":"10.1017/s1047951125100504","title":"A Landscape Analysis of Pediatric and Congenital Heart Disease Services in Africa","year":2025,"lang":"en","type":"review","venue":"Cardiology in the Young","topic":"Global Health and Epidemiology","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Heart disease; Cardiology","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":[0.0007675298,0.0002454392,0.0001986814,0.002851047,0.0006142404,0.001289593,0.0004795332,0.0003186566,0.002651639],"category_scores_gemma":[0.004473406,0.0001797781,0.0003271892,0.005486802,0.0005392365,0.001343178,0.001468385,0.0003700818,0.0001528588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180188,"about_ca_system_score_gemma":0.001422372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0255708,"about_ca_topic_score_gemma":0.02288967,"domain_scores_codex":[0.9990605,0.0002967642,0.00006743625,0.00009345628,0.0001310978,0.0003508342],"domain_scores_gemma":[0.9973462,0.0004457362,0.001347365,0.00003397647,0.0003627669,0.0004639596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003782571,0.00003817521,0.9894459,0.00009666736,0.00004009352,0.0003567997,0.002041491,0.0002527465,0.000164409,0.0005521217,0.0006457265,0.006328112],"study_design_scores_gemma":[0.000005382178,0.00005953169,0.985391,0.0001286965,0.00001394144,0.0005253157,0.01178091,0.0005462359,0.00006226535,0.000147356,0.001331287,0.000007960764],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9963217,0.0004784957,0.0001077689,0.0005223292,0.000004097582,0.0000338799,0.001190036,0.000002481582,0.001339287],"genre_scores_gemma":[0.9991541,0.0003431555,0.00009590642,0.00004554549,0.000003579503,0.00002203438,0.0002791754,0.000001934654,0.00005451471],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0255708,"threshold_uncertainty_score":0.05084395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07821334386049802,"score_gpt":0.4459199757614919,"score_spread":0.367706631900994,"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."}}