{"id":"W2292784915","doi":"10.1177/1932296816629488","title":"In the Biosimilar Marketplace Will There Be 50 Ways to Leave Your Insulin?","year":2016,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Biosimilars and Bioanalytical Methods","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosimilar; Insulin; Medicine; Insulin glargine; Business; Internet privacy; Computer science; Hypoglycemia; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006676523,0.0004788442,0.000748464,0.0008219578,0.003544879,0.007017113,0.0007707932,0.004137264,0.04673692],"category_scores_gemma":[0.0146461,0.0003440341,0.00066119,0.001074129,0.004951776,0.0097058,0.001737147,0.004420512,0.01804189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397082,"about_ca_system_score_gemma":0.003258541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474141,"about_ca_topic_score_gemma":0.004140013,"domain_scores_codex":[0.996332,0.0008965105,0.0002178169,0.0004482807,0.001621743,0.0004836593],"domain_scores_gemma":[0.9943019,0.001219222,0.001004427,0.0005091667,0.00144811,0.001517251],"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":[0.001242326,0.001008608,0.01599454,0.0005520129,0.00005373443,0.001202404,0.0021781,0.0002157362,0.01289363,0.1285751,0.440735,0.3953488],"study_design_scores_gemma":[0.00004605113,0.0003801117,0.002811203,0.0003340561,0.00002138768,0.001310968,0.003315931,0.0002176477,0.003641308,0.02097081,0.9668676,0.00008306097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.07099998,0.03175731,0.01509774,0.6572628,0.02091267,0.0002031021,0.001086923,0.0008064725,0.201873],"genre_scores_gemma":[0.4026947,0.0410937,0.04256927,0.3083678,0.01183237,0.0002771939,0.00160974,0.001063341,0.1904919],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04673692,"threshold_uncertainty_score":0.1563506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126208911425037,"score_gpt":0.2769691283930955,"score_spread":0.2557070392788451,"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."}}