{"id":"W3035259580","doi":"10.2337/db20-1298-p","title":"1298-P: “I Would Rather Bolus”: Youth and Parents Prefer Manual Bolusing to Carbohydrate Limitations in a Fully Automated Artificial Pancreas (AP) System","year":2020,"lang":"en","type":"article","venue":"Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Limiting; Meal; Medicine; Bolus (digestion); Type 1 diabetes; Thematic analysis; Diabetes mellitus; Pediatrics; Demography; Internal medicine; Endocrinology; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002269541,0.0001823257,0.0002183684,0.0001876242,0.002024604,0.001152024,0.0003029304,0.0009811817,0.003712501],"category_scores_gemma":[0.004619021,0.0002392407,0.0003500921,0.000246554,0.0008883329,0.001204528,0.00118553,0.00136349,0.000520824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008020159,"about_ca_system_score_gemma":0.0009422685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005946231,"about_ca_topic_score_gemma":0.008250631,"domain_scores_codex":[0.9992368,0.0004131894,0.00005024841,0.00005747706,0.0001044071,0.0001378952],"domain_scores_gemma":[0.9980993,0.0008457781,0.0004718598,0.00004764951,0.0002632019,0.0002721931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002362605,0.0003153816,0.2976102,0.0007123227,0.00005438721,0.01067618,0.5775791,0.0001109749,0.003079289,0.002046985,0.04568699,0.06189201],"study_design_scores_gemma":[0.0000276816,0.0003495845,0.09141675,0.0005430052,0.00004995164,0.006483918,0.8599338,0.0003041574,0.0006357868,0.0005110886,0.03969257,0.00005171599],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890407,0.000402623,0.0006373693,0.00593114,0.0001588611,0.00006076433,0.0001575242,0.00003129792,0.003579713],"genre_scores_gemma":[0.9919555,0.0006163988,0.001066003,0.004387383,0.00003511017,0.0001071539,0.00009508314,0.00001887346,0.001718502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005946231,"threshold_uncertainty_score":0.01241958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08051399304212713,"score_gpt":0.2918521094247551,"score_spread":0.2113381163826279,"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."}}