{"id":"W3032953882","doi":"10.1016/j.ccl.2020.04.012","title":"Access and Delivery of Adult Congenital Heart Disease Care in the United States","year":2020,"lang":"en","type":"review","venue":"Cardiology Clinics","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Heart disease; Disease; Pediatrics; Intensive care medicine; Cardiology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001665529,0.0003497419,0.00258504,0.00019412,0.00005203434,0.00001269759,0.0002262341,0.0002462453,0.000003739074],"category_scores_gemma":[0.0009406225,0.0002324585,0.0006273885,0.0004427359,0.0005208438,0.00003422149,0.0003356394,0.0006069587,0.0000132404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004842647,"about_ca_system_score_gemma":0.0006159425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002146542,"about_ca_topic_score_gemma":0.00001754636,"domain_scores_codex":[0.9977729,0.0006024602,0.0007478748,0.0004545941,0.0001706008,0.0002515461],"domain_scores_gemma":[0.9973227,0.001505154,0.0001341081,0.0004736179,0.0003585225,0.0002058546],"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":[0.001022897,0.0001181218,0.07572424,0.06817471,0.003095512,0.004509236,0.001912999,0.000002155324,3.391018e-8,0.00006288369,0.005692822,0.8396844],"study_design_scores_gemma":[0.000789492,0.0003104457,0.004929291,0.002523992,0.005928134,0.0001383948,0.001510439,0.00001983281,1.747494e-8,0.00004205711,0.9835578,0.0002501417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02106698,0.9759644,5.533158e-7,0.0002217458,0.0002254841,0.001322944,0.001022917,0.00002519608,0.0001497926],"genre_scores_gemma":[0.01604808,0.9812804,0.000007443467,0.00115923,0.0003265805,0.000133257,0.0009992353,0.00003595711,0.00000985602],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9778649,"threshold_uncertainty_score":0.9479381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06991727004632634,"score_gpt":0.3988727538616809,"score_spread":0.3289554838153546,"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."}}