{"id":"W4236554688","doi":"10.31525/ct1-nct04226378","title":"Canadian Real-World Outcomes of Omnipod Initiation in People With T1D","year":2020,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Real world evidence; Medicine; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005072534,0.000066822,0.0001494878,0.0003049813,0.00002479709,0.000009172608,0.0001185192,0.0000877476,0.0005949807],"category_scores_gemma":[0.0007256633,0.00005372922,0.00001486605,0.001132252,0.00006181371,0.00004482747,0.00001835378,0.0004865358,0.00003064433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000205639,"about_ca_system_score_gemma":0.0004377407,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1096929,"about_ca_topic_score_gemma":0.4408629,"domain_scores_codex":[0.9987603,0.00003926522,0.0001755149,0.0001135777,0.0005891102,0.000322274],"domain_scores_gemma":[0.9988125,0.0002473401,0.000006168797,0.0001049884,0.00005733364,0.0007716702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278247,0.0004348796,0.4717077,0.007083665,0.0002939832,0.01809575,0.02467514,0.004673795,0.0008586745,0.007376967,0.07859456,0.386077],"study_design_scores_gemma":[0.002837625,0.0004799053,0.609613,0.0007207475,0.00002397597,0.0003163315,0.002211184,0.3121571,0.00142978,0.0002587958,0.06919993,0.0007515826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837132,0.00007985426,0.0003316593,0.010033,0.0001065817,0.0001332852,0.00001023253,0.00005741163,0.005534751],"genre_scores_gemma":[0.9995316,0.00006761707,0.0001058488,0.00009956086,0.00009005029,0.00002522077,0.00001840233,0.00001543445,0.00004625773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3853255,"threshold_uncertainty_score":0.8962357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05153478471801506,"score_gpt":0.3398092720567956,"score_spread":0.2882744873387806,"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."}}