{"id":"W3159754790","doi":"10.1177/2333794x211012977","title":"Addressing Barriers to Health Care Access of Congenital Heart Disease Patients in Guyana","year":2021,"lang":"en","type":"article","venue":"Global Pediatric Health","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; NOSM University; University of Saskatchewan","funders":"Libin Cardiovascular Institute, University of Calgary; Mach-Gaensslen Foundation of Canada","keywords":"Medicine; Outreach; Referral; Family medicine; Health care; Rural area; Guardian; Nursing","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":[0.000191511,0.0002358417,0.0007210708,0.0001780607,0.0001847226,0.00002711009,0.000110724,0.00005245852,0.00008176331],"category_scores_gemma":[0.001030334,0.0002481338,0.0001430809,0.001494219,0.00004832614,0.000131433,0.0002804335,0.0001694686,0.00002474411],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138718,"about_ca_system_score_gemma":0.009145712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001954413,"about_ca_topic_score_gemma":0.001828682,"domain_scores_codex":[0.9970499,0.0002079551,0.0007604329,0.0005397056,0.0006597686,0.0007821937],"domain_scores_gemma":[0.9961558,0.00004865693,0.0001208115,0.0004042331,0.0004585733,0.002811949],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002348532,0.0002105927,0.9719432,0.001443045,0.00001773747,0.00006132481,0.0007264112,0.000004713145,1.777171e-7,0.000009520993,0.01588811,0.009460294],"study_design_scores_gemma":[0.001812644,0.0003386976,0.9946737,0.0001222349,0.00005642658,0.000003925912,0.001389046,0.00000787503,0.000001426266,0.00002324899,0.001398941,0.0001718749],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9680926,0.02071979,0.000007744487,0.007615899,0.0004094935,0.001111478,0.001483185,0.00005300914,0.0005068044],"genre_scores_gemma":[0.9878888,0.0003232022,0.0002662432,0.01104744,0.0002508852,0.00003024156,0.0001541969,0.00002090758,0.00001808932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02273044,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03631908196327955,"score_gpt":0.3821162806711947,"score_spread":0.3457971987079152,"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."}}