{"id":"W6902008513","doi":"10.6083/bpxhc42396","title":"Transition of Pediatric Patient with Congenital Heart Disease to Adult Specialty Care in the United States","year":2023,"lang":"en","type":"dissertation","venue":"OHSU Digital Commons","topic":"Congenital Heart Disease Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heart disease; Adult care; Transition (genetics); Intervention (counseling); Independence (probability theory); Transitional care; Accreditation; Best practice","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00003440934,0.0003347141,0.0004661606,0.0005265438,0.00009409768,0.00006163419,0.0001171014,0.00007823744,0.00001173829],"category_scores_gemma":[0.0001240481,0.000246195,0.0001785859,0.001252247,0.00006057732,0.0001011786,0.00002916319,0.0002846544,0.0000492243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009390335,"about_ca_system_score_gemma":0.0002679602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002353284,"about_ca_topic_score_gemma":0.009955314,"domain_scores_codex":[0.9982148,0.00005314596,0.000423749,0.0003387957,0.0006609603,0.0003084991],"domain_scores_gemma":[0.9985251,0.0001892701,0.00007472111,0.0003803919,0.0005767414,0.0002537268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.06422052,0.008054308,0.3731833,0.01475506,0.002114077,0.006681885,0.4309772,0.0004087097,0.00003760342,0.0004223363,0.06234207,0.03680291],"study_design_scores_gemma":[0.002787421,0.003882106,0.8034608,0.001020898,0.001969402,0.0000214623,0.1815884,0.00004817115,0.00005031025,0.0002124204,0.003978801,0.0009798561],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902371,0.0004931046,6.130542e-7,0.0007850507,0.0001364228,0.001607824,0.002844059,0.00007324146,0.003822615],"genre_scores_gemma":[0.9824767,0.00004539976,0.000006232786,0.0002845755,0.0001320997,0.0002178165,0.01645486,0.00006818732,0.0003141441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302775,"threshold_uncertainty_score":0.999999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122623804539165,"score_gpt":0.2661645219607152,"score_spread":0.2539021415067987,"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."}}