{"id":"W1970461557","doi":"10.2337/diacare.28.9.2243","title":"Risking Health to Avoid Injections","year":2005,"lang":"en","type":"article","venue":"Diabetes Care","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pfizer (Canada); Sanofi (Canada)","funders":"Sanofi; Pfizer","keywords":"Medicine; Glycemic; Insulin; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Internal medicine; Intensive care medicine; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003318449,0.0001593952,0.0006481328,0.0003642794,0.0003884427,0.00008435211,0.0002219166,0.00008699753,0.0003632316],"category_scores_gemma":[0.001162474,0.0002232079,0.0001134942,0.000274219,0.00002478516,0.0003146561,0.00005639927,0.0001658812,0.01499749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079337,"about_ca_system_score_gemma":0.0001235152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002765781,"about_ca_topic_score_gemma":0.0004591198,"domain_scores_codex":[0.9966838,0.0001512625,0.002063688,0.0004816914,0.00006757274,0.0005520057],"domain_scores_gemma":[0.9981189,0.0002845032,0.0007472137,0.0004674133,0.00006533175,0.0003166553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002631123,0.0000693359,0.7270505,0.000553499,0.00005927769,1.849956e-7,0.01991528,0.00243864,0.000004701729,0.02625283,0.2145377,0.009115347],"study_design_scores_gemma":[0.0004501977,0.0001360734,0.1102752,0.0001345472,0.000003595143,6.961643e-7,0.006193252,0.001259099,0.00003606659,0.001599674,0.8794474,0.0004642244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7780149,0.01143585,0.001469432,0.1873995,0.001387302,0.001285987,0.001313508,0.0002873249,0.0174062],"genre_scores_gemma":[0.929305,0.00004390759,0.005443758,0.06389156,0.0007467776,0.000152982,0.00006072497,0.00004055499,0.000314742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6649097,"threshold_uncertainty_score":0.9857695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.212889631687659,"score_gpt":0.4173100353846936,"score_spread":0.2044204036970345,"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."}}