{"id":"W2589347843","doi":"10.15173/m.v1i25.858","title":"Type 2 Diabetes: What Went Wrong with Insulin?","year":2014,"lang":"en","type":"article","venue":"The Meducator","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Type 2 diabetes; Diabetes mellitus; Medicine; Insulin; Internal medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005009,0.0001001157,0.0001585556,0.00006781107,0.00008183422,0.00007914021,0.0001836554,0.00002728028,0.0004208541],"category_scores_gemma":[0.000101603,0.0000485508,0.00003333373,0.0002502382,0.000128164,0.0001032586,0.0000689584,0.0001680151,0.0006714902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003008432,"about_ca_system_score_gemma":0.00007561931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003194017,"about_ca_topic_score_gemma":0.000002703139,"domain_scores_codex":[0.9990524,0.00005961494,0.00009396199,0.0001587673,0.0003196622,0.0003156076],"domain_scores_gemma":[0.9992132,0.00009321443,0.00003094337,0.0004577153,0.00006876263,0.0001362191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000601157,0.001511368,0.1503043,0.0009552721,0.001014611,0.0000145074,0.004624484,0.00001549962,0.003328623,0.004555267,0.1152585,0.7178164],"study_design_scores_gemma":[0.0024471,0.002066645,0.1314216,0.0007614886,0.0003658005,0.000002488351,0.003764151,0.0008022987,0.004783939,0.0006224675,0.8525897,0.0003723711],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717122,0.001221137,0.00000760819,0.01525195,0.000578973,0.0003667985,1.893315e-7,0.00004715138,0.01081399],"genre_scores_gemma":[0.9849496,0.0001667243,0.0001253339,0.001848156,0.0004867644,0.00003023469,0.00000871635,0.00002496138,0.01235947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7373312,"threshold_uncertainty_score":0.8630872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01510014524505718,"score_gpt":0.2734673333177139,"score_spread":0.2583671880726567,"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."}}