{"id":"W2285097936","doi":"","title":"Choice of second-line antidiabetic treatment in Type 2 diabetes: influence of patient characteristics","year":2015,"lang":"en","type":"article","venue":"Research Explorer (The University of Manchester)","topic":"Pharmacology and Obesity Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Type 2 diabetes; Diabetes mellitus; Line (geometry); Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002508222,0.0001785924,0.0007738044,0.0004568587,0.0005009147,0.00112051,0.0003773622,0.001032507,0.006031006],"category_scores_gemma":[0.01041266,0.0002006656,0.00155552,0.0009555566,0.0002512203,0.0006601186,0.0003565858,0.001520612,0.0004721493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003667477,"about_ca_system_score_gemma":0.0006521912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001443122,"about_ca_topic_score_gemma":0.003034748,"domain_scores_codex":[0.9981414,0.0008984976,0.0002213894,0.0002309287,0.0002844218,0.0002232863],"domain_scores_gemma":[0.9859263,0.008990303,0.002374226,0.0004546643,0.0002984932,0.001955942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004871554,0.0004131348,0.9839023,0.00003700504,0.0005360025,0.000184125,0.00011037,0.0002049686,0.0002748593,0.00008357223,0.0003454895,0.009036675],"study_design_scores_gemma":[0.0001743456,0.0009699818,0.9953628,0.00004679286,0.0002754558,0.000578728,0.0003387043,0.001264429,0.0001601391,0.0002836817,0.0005185812,0.00002649529],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963493,0.001385317,0.0001306466,0.0005741977,0.00005608175,0.000006536202,0.0002112101,0.000004140024,0.001282556],"genre_scores_gemma":[0.9988511,0.0002983466,0.000149694,0.0001948222,0.00005526673,0.00000481178,0.0001645721,0.000006221789,0.0002752684],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006031006,"threshold_uncertainty_score":0.02017576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1036823831006344,"score_gpt":0.3404291299279487,"score_spread":0.2367467468273142,"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."}}