{"id":"W6949624457","doi":"10.5281/zenodo.1438871","title":"Global Diabetes Care Devices Market Expected To Be Worth US$ 30 Billion By 2022","year":2018,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diabetes Management and Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diabetes mellitus; Work (physics); Population; Insulin degludec; Type 1 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007923454,0.001540349,0.0005982045,0.001979635,0.001005039,0.005090568,0.0008546293,0.00242812,0.1602048],"category_scores_gemma":[0.002670707,0.0003577124,0.0009758115,0.001592021,0.000496753,0.003578309,0.001563175,0.002957989,0.1553733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002062237,"about_ca_system_score_gemma":0.00338943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009062249,"about_ca_topic_score_gemma":0.009499172,"domain_scores_codex":[0.9988887,0.00004746627,0.00003271456,0.0001207363,0.0007863677,0.0001240314],"domain_scores_gemma":[0.9987113,0.00009301184,0.00008900486,0.00003554791,0.000717591,0.000353475],"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":[0.00005310727,0.00001947425,0.0001716249,0.00008000365,0.000004267315,0.00003836871,0.00001060278,0.0001062852,0.000474534,0.004777531,0.9677768,0.02648734],"study_design_scores_gemma":[0.00001497678,0.00003561979,0.0007632604,0.00008267236,0.000006841994,0.00005194574,0.00004900665,0.0004140194,0.0003238041,0.0009094826,0.9973351,0.00001324716],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005837129,0.009076008,0.00489672,0.04417769,0.04349652,0.0002919511,0.04661892,0.005450299,0.8401548],"genre_scores_gemma":[0.02372433,0.01244019,0.004149426,0.01113768,0.004715036,0.0002152268,0.04242537,0.0008533676,0.9003394],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1602048,"threshold_uncertainty_score":0.5359384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062300795145898,"score_gpt":0.2616804385067584,"score_spread":0.2410574305552994,"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."}}