{"id":"W2031279987","doi":"10.1089/dia.2010.0174","title":"Performance of a New Reusable Insulin Pen","year":2011,"lang":"en","type":"article","venue":"Diabetes Technology & Therapeutics","topic":"Diabetes Management and Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sanofi","keywords":"Medicine; Interview; Insulin pen; Task (project management); Family medicine; Insulin; 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":[0.005432487,0.0006724515,0.0003122396,0.0007099295,0.0003252404,0.0009926216,0.0006973555,0.0004576578,0.003630416],"category_scores_gemma":[0.01662095,0.000225197,0.0006513731,0.0002966962,0.000451813,0.0008176753,0.0009243887,0.0003274282,0.000589486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006367705,"about_ca_system_score_gemma":0.0005759501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002116991,"about_ca_topic_score_gemma":0.00221109,"domain_scores_codex":[0.9968637,0.001311028,0.0003948794,0.0003521071,0.0008832585,0.0001950324],"domain_scores_gemma":[0.987305,0.005743798,0.003358617,0.001028936,0.001966069,0.0005976054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003672311,0.001786726,0.7710577,0.001120644,0.0001897895,0.0009017744,0.01010064,0.001030703,0.0283575,0.0001534812,0.0007174799,0.1809113],"study_design_scores_gemma":[0.0001337321,0.02036625,0.9369095,0.0004335198,0.0002337827,0.004256829,0.009005135,0.002379717,0.01883681,0.0001181627,0.007212949,0.0001135851],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972094,0.0001376473,0.001108713,0.00002397649,0.000006673944,0.0000894672,0.00007866456,0.00002800595,0.001317522],"genre_scores_gemma":[0.9924339,0.0001380101,0.006023323,0.00003852252,0.000008494781,0.00005778092,0.0001563633,0.00001236319,0.001131304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005432487,"threshold_uncertainty_score":0.02873009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05388840387619848,"score_gpt":0.2835346388534455,"score_spread":0.229646234977247,"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."}}