{"id":"W4243449583","doi":"10.31525/ct1-nct04175665","title":"Real-world Health Outcomes in Canadian Patients Using Semaglutide","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semaglutide; Medicine; Diabetes mellitus; Type 2 diabetes; Endocrinology","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":[0.00113925,0.0003245147,0.0004453729,0.001027174,0.002665226,0.001808708,0.0008866974,0.0008936836,0.002913211],"category_scores_gemma":[0.005879951,0.0002045118,0.0008157425,0.004266899,0.0009505153,0.0006217871,0.0008530498,0.001603752,0.0001834318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03510264,"about_ca_system_score_gemma":0.0293066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9710506,"about_ca_topic_score_gemma":0.9779841,"domain_scores_codex":[0.9981371,0.0002630134,0.0001235632,0.000157581,0.0005355957,0.0007832363],"domain_scores_gemma":[0.9958759,0.000475753,0.001178023,0.0001164405,0.001204915,0.00114907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004950695,0.0002184959,0.9836221,0.00009205881,0.0001697549,0.0003545758,0.0008581411,0.0002977934,0.00006149845,0.0006165245,0.005404375,0.00780972],"study_design_scores_gemma":[0.00005969854,0.0001234845,0.9922777,0.0001324556,0.0001295463,0.0002960086,0.003303116,0.0006198506,0.00004887873,0.0001663704,0.002793192,0.00004974903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784247,0.001585354,0.00009204236,0.003140097,0.00003783424,0.00005323717,0.007923418,0.00001330907,0.008730031],"genre_scores_gemma":[0.9959162,0.0006893685,0.0001939123,0.0002859314,0.00002126255,0.00001670356,0.002491571,0.000003957623,0.0003810634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03510264,"threshold_uncertainty_score":0.2546886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09477151904223455,"score_gpt":0.4553428700172397,"score_spread":0.3605713509750051,"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."}}