{"id":"W3213490621","doi":"","title":"Formative Research to Build Mobile Technologies that Advance Transitions of Care for Adolescents with Congenital Heart Disease (Preprint)","year":2018,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Adult care; Medicine; Gerontology; Psychology; Family medicine; Pediatrics; Young adult; Pedagogy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07430774,0.001031407,0.0006157887,0.002898668,0.001283577,0.004292759,0.002586109,0.001331482,0.005097811],"category_scores_gemma":[0.1143907,0.0006063004,0.001916469,0.001494047,0.001337598,0.003644515,0.002626069,0.001528773,0.0008919027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0031847,"about_ca_system_score_gemma":0.009271985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144566,"about_ca_topic_score_gemma":0.002691584,"domain_scores_codex":[0.9699719,0.02146931,0.002874977,0.001026556,0.003721135,0.0009360881],"domain_scores_gemma":[0.9268134,0.05041665,0.005036507,0.004415761,0.01209729,0.00122039],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001372092,0.007011012,0.01725946,0.03452503,0.0006183037,0.0006890793,0.05631046,0.0007835104,0.00573393,0.01003448,0.00955626,0.8561064],"study_design_scores_gemma":[0.007024388,0.07778142,0.07042684,0.1746693,0.006448117,0.003466247,0.1555978,0.004467848,0.05778447,0.02814996,0.4137494,0.0004341889],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6678821,0.03274797,0.1082259,0.01348637,0.003552833,0.1124645,0.00397027,0.0007688047,0.0569012],"genre_scores_gemma":[0.5083593,0.03221697,0.3600659,0.005457498,0.0007808038,0.0819274,0.001791821,0.0001389707,0.009261427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07430774,"threshold_uncertainty_score":0.3929816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1112513101731756,"score_gpt":0.5208719252942298,"score_spread":0.4096206151210541,"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."}}