{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004669517,0.0003442082,0.0002944129,0.0005839426,0.001293291,0.001882463,0.0004660022,0.001209979,0.01242733],"category_scores_gemma":[0.02509675,0.0001341103,0.000620216,0.0005270671,0.001223047,0.000817745,0.001233374,0.001509079,0.00082706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895631,"about_ca_system_score_gemma":0.002207489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275742,"about_ca_topic_score_gemma":0.02010319,"domain_scores_codex":[0.9946866,0.002174373,0.0001728569,0.0002220772,0.00217648,0.0005676259],"domain_scores_gemma":[0.9883088,0.004294444,0.003028096,0.0007718445,0.001929971,0.001666927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007508423,0.0006720793,0.3679825,0.0006545627,0.0006153663,0.0004652078,0.005042168,0.001206418,0.002303693,0.02751338,0.03934466,0.5534492],"study_design_scores_gemma":[0.0002223131,0.001826459,0.7117507,0.00169979,0.0008403187,0.003445055,0.0130914,0.004123394,0.003335556,0.0538294,0.2056391,0.0001964041],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6845214,0.01304874,0.02326891,0.06084505,0.001202893,0.0005645634,0.001904493,0.0002421282,0.2144018],"genre_scores_gemma":[0.9781676,0.002688206,0.006390646,0.007526639,0.0003175122,0.00005193363,0.0001671269,0.00001440803,0.004675946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01275742,"threshold_uncertainty_score":0.04157358,"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."}}