{"id":"W7030270943","doi":"","title":"The MiniMed 780G - A deep dive into Medtronic's most advanced system","year":2023,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Control (management); Insulin delivery; Set (abstract data type); Health care","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":[0.002250173,0.0007256918,0.0004903257,0.001144374,0.001041305,0.00437121,0.0007439389,0.002317794,0.2087027],"category_scores_gemma":[0.003975386,0.0004894742,0.0005737274,0.0006370728,0.0007568565,0.004254409,0.002354458,0.003467339,0.1252684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006733018,"about_ca_system_score_gemma":0.001311165,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001402889,"about_ca_topic_score_gemma":0.002144356,"domain_scores_codex":[0.9985065,0.0001468002,0.0000862176,0.0001574425,0.0009695393,0.0001335785],"domain_scores_gemma":[0.9978982,0.0002655899,0.0001197272,0.0001836948,0.0006184239,0.0009143116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001218703,0.00005355699,0.0002515487,0.00009647873,0.000004243526,0.00008642707,0.0001036241,0.00002418344,0.001422311,0.002370803,0.8591167,0.1363482],"study_design_scores_gemma":[0.00002786178,0.0000672925,0.0004606693,0.0000907097,0.000004439429,0.0004929024,0.00004933197,0.00007946785,0.0004352696,0.0008128816,0.9974635,0.00001573668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005432511,0.02872451,0.02664893,0.1035237,0.03004454,0.0003009978,0.003117375,0.01829468,0.7839128],"genre_scores_gemma":[0.02649603,0.01797881,0.02339502,0.05155303,0.009641559,0.0001943413,0.003322373,0.005723906,0.8616949],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2087027,"threshold_uncertainty_score":0.69818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004243269645834492,"score_gpt":0.1883897941986234,"score_spread":0.1841465245527889,"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."}}