{"id":"W2937546269","doi":"10.1097/tp.0000000000002749","title":"Digital Wings: Innovations in Transplant Readiness for Adolescent and Young Adult Transplant Recipients","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ayogo (Canada)","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Agency for Healthcare Research and Quality","keywords":"Medicine; Transplantation; Health care; Population; Gerontology; Surgery; Environmental health; Political science","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":[0.004030247,0.0002299163,0.0001342225,0.0007638195,0.0009043507,0.001900891,0.0008566701,0.0008880998,0.01232985],"category_scores_gemma":[0.01276637,0.0001546827,0.0004640208,0.0003485678,0.0008814503,0.002308433,0.004590339,0.001488428,0.001307088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007716166,"about_ca_system_score_gemma":0.003606756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007566127,"about_ca_topic_score_gemma":0.002903312,"domain_scores_codex":[0.9986246,0.0007824076,0.00007237644,0.00007247148,0.0002241685,0.0002239875],"domain_scores_gemma":[0.9950329,0.002209887,0.0003172935,0.000205543,0.0002640239,0.001970347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000114465,0.001884213,0.01862585,0.0006124318,0.00002587401,0.0004330081,0.008266297,0.0002377846,0.001181381,0.005896739,0.04790204,0.91482],"study_design_scores_gemma":[0.0004389781,0.004227526,0.09514719,0.005276707,0.0002193417,0.00268167,0.05505624,0.002135996,0.005242251,0.01949828,0.8099479,0.0001278394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6433195,0.01582217,0.02251868,0.1487413,0.005188687,0.002113284,0.0006867828,0.001742153,0.1598674],"genre_scores_gemma":[0.891696,0.01668012,0.05354887,0.01113044,0.001097642,0.001095042,0.0004772087,0.0001486135,0.02412603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01232985,"threshold_uncertainty_score":0.04124743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0362935693941546,"score_gpt":0.3571366386425722,"score_spread":0.3208430692484176,"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."}}