{"id":"W3176614689","doi":"10.2337/db21-714-p","title":"714-P: Assessment of the Patient Transition Experience to Hybrid Closed-Loop Insulin Pump Therapy","year":2021,"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":"Insulin pump; Hypoglycemia; Insulin; Type 1 diabetes; Distress; Diabetes mellitus; Medicine; Internal medicine; Endocrinology; Clinical psychology","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":[0.001326345,0.0002038901,0.0003170789,0.0003173042,0.0004275098,0.0006461128,0.0002507338,0.0003232084,0.002606513],"category_scores_gemma":[0.004063131,0.000142542,0.0005350464,0.000234553,0.0002389678,0.0004520389,0.0008175884,0.0006350729,0.0002831498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364993,"about_ca_system_score_gemma":0.0002771502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009804374,"about_ca_topic_score_gemma":0.001235916,"domain_scores_codex":[0.999392,0.0003171723,0.00005383135,0.00004298888,0.00009246443,0.0001015356],"domain_scores_gemma":[0.9978523,0.0005661704,0.0005341136,0.00007785062,0.000304767,0.0006648662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003655883,0.002574364,0.8703724,0.0002723746,0.000182557,0.001057078,0.01147898,0.0005600127,0.005539801,0.0001319255,0.001357161,0.1028175],"study_design_scores_gemma":[0.000100374,0.007399537,0.9788886,0.00003019938,0.00006619272,0.0007786555,0.008345787,0.001313539,0.001382551,0.00008251105,0.001569477,0.0000425997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991767,0.00002198842,0.0001437419,0.00002822804,0.000003405609,0.00003747634,0.00005556415,0.000005256126,0.0005277214],"genre_scores_gemma":[0.999043,0.00004642083,0.0003965975,0.00002783985,0.000004069241,0.00005951328,0.00008948985,0.000001377433,0.0003316125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002606513,"threshold_uncertainty_score":0.008719623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049091175582288,"score_gpt":0.3069032854125818,"score_spread":0.2864123736567589,"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."}}