{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001452576,0.000353255,0.0005141415,0.001509079,0.004121525,0.00209314,0.001369734,0.0009526713,0.00706629],"category_scores_gemma":[0.007508747,0.0003714995,0.001087602,0.005296089,0.0009734673,0.0008386325,0.002048034,0.002000817,0.0006185427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0286101,"about_ca_system_score_gemma":0.02636416,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9792253,"about_ca_topic_score_gemma":0.9854869,"domain_scores_codex":[0.9979368,0.0002281056,0.0001461354,0.0002376277,0.0007193735,0.0007320342],"domain_scores_gemma":[0.9927371,0.0003895547,0.00127212,0.0001632008,0.003654528,0.001783433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004859608,0.0002196086,0.9660814,0.0001665532,0.0001877228,0.0003746961,0.002572083,0.0002243643,0.00009592087,0.0009373109,0.01503588,0.01361847],"study_design_scores_gemma":[0.00005947476,0.00009842495,0.9878136,0.0002727419,0.0001164564,0.000270321,0.005240907,0.0002708596,0.0000641953,0.0001834191,0.005540927,0.00006869609],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.932674,0.001700311,0.0002284963,0.003712169,0.0001059357,0.000123355,0.02890304,0.0000272992,0.0325254],"genre_scores_gemma":[0.9875623,0.001123154,0.0003632329,0.0004210724,0.00002788252,0.0000532638,0.008604314,0.00001717684,0.001827598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0286101,"threshold_uncertainty_score":0.2075818,"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."}}