{"id":"W2062200297","doi":"10.1002/pdi.1628","title":"The case for basal analogue insulins as first‐line insulins: back to the future?","year":2011,"lang":"en","type":"article","venue":"Practical Diabetes","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Basal (medicine); Diabetes mellitus; Basal insulin; Line (geometry); Internal medicine; Endocrinology; Type 2 diabetes","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001407794,0.0002175237,0.0002775992,0.0000959267,0.000564278,0.0001397573,0.0003028135,0.0001162116,0.000542489],"category_scores_gemma":[0.003764036,0.0001084865,0.0001713875,0.0004499017,0.0002052115,0.0001958871,0.0002852016,0.0004656046,0.001491716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004055976,"about_ca_system_score_gemma":0.00009364112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002729416,"about_ca_topic_score_gemma":0.0002575938,"domain_scores_codex":[0.9980214,0.0001324234,0.0003457849,0.0003730254,0.0003585335,0.0007688909],"domain_scores_gemma":[0.9966678,0.001955065,0.00008256674,0.0006658922,0.0002618381,0.0003668268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003202109,0.004369185,0.03687978,0.001075569,0.002461101,0.001633396,0.002107228,0.00001132145,0.0003916878,0.07863964,0.4600404,0.4091886],"study_design_scores_gemma":[0.001690081,0.002141145,0.01324057,0.00006036761,0.0003137418,0.00001930047,0.0007686627,0.002371045,0.001226268,0.006314793,0.971584,0.000269986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6209108,0.002006311,0.0008013165,0.3313716,0.001581551,0.004861251,0.00007607514,0.0001552838,0.03823578],"genre_scores_gemma":[0.9797965,0.0003701074,0.003630643,0.009214951,0.001972413,0.0004628216,0.00004604431,0.00006537101,0.004441137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5115436,"threshold_uncertainty_score":0.9992858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07037154908702013,"score_gpt":0.3495180601195435,"score_spread":0.2791465110325234,"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."}}