{"id":"W4309245235","doi":"10.1111/pde.15191","title":"Barriers, goals, and enablers of transition of care in pediatric dermatology","year":2022,"lang":"en","type":"review","venue":"Pediatric Dermatology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Scarcity; Context (archaeology); Adult care; Transition (genetics); MEDLINE; Family medicine; Pediatrics; Gerontology; Young adult; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005810865,0.0006622509,0.004346978,0.002263459,0.0003744538,0.000002764154,0.000543542,0.00178916,0.0006840107],"category_scores_gemma":[0.0004911159,0.0006542369,0.0004270471,0.002055983,0.0001358212,0.0001079895,0.0003373565,0.002523248,0.0000338716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850413,"about_ca_system_score_gemma":0.004551086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002743198,"about_ca_topic_score_gemma":0.0002025314,"domain_scores_codex":[0.9898931,0.004243244,0.003477479,0.0007929121,0.0004218221,0.001171468],"domain_scores_gemma":[0.9938517,0.002797009,0.00220504,0.0005700551,0.000187162,0.0003890591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001215417,0.00009400759,0.326444,0.6030393,0.00006876799,0.0003932675,0.009648247,0.000002240592,2.005322e-8,0.000402619,0.006554417,0.0532315],"study_design_scores_gemma":[0.002028877,0.0001490668,0.001173393,0.0008998488,0.002562231,0.000376548,0.005152728,0.000007115391,1.406936e-7,0.00009072012,0.9867603,0.0007990876],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003388015,0.991433,0.00001497884,0.0002502775,0.001216741,0.002415337,0.0005166401,0.00006348712,0.000701483],"genre_scores_gemma":[0.01239694,0.985733,0.00007622386,0.0001426585,0.0006183662,0.0004189251,0.0004887212,0.0001021132,0.00002305975],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802058,"threshold_uncertainty_score":0.999778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05872065488368454,"score_gpt":0.4053501156513057,"score_spread":0.3466294607676212,"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."}}