{"id":"W2511408899","doi":"10.2337/diaspect.29.3.180","title":"Commentary: Why Was Inhaled Insulin a Failure in the Market?","year":2016,"lang":"en","type":"article","venue":"Diabetes Spectrum","topic":"Diabetes Management and Research","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Insulin; Syringe; Insulin pen; Insulin pump; Diabetes mellitus; Intensive care medicine; Surgery; Type 1 diabetes; Internal medicine; Endocrinology; Psychiatry","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":[0.00692513,0.001398759,0.002600417,0.001615043,0.004824304,0.004646424,0.006610481,0.07872277,0.02333779],"category_scores_gemma":[0.06817725,0.001245508,0.001986515,0.001563431,0.006225155,0.008323292,0.002302134,0.05784794,0.01467725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007806646,"about_ca_system_score_gemma":0.01138519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01360698,"about_ca_topic_score_gemma":0.01092281,"domain_scores_codex":[0.9925607,0.002074232,0.0007711393,0.001335655,0.002558541,0.0006998309],"domain_scores_gemma":[0.9517192,0.03253428,0.002435602,0.0008271899,0.00912819,0.003355589],"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":[0.00003646297,0.000007490958,0.00005132275,0.0001536311,0.00001235776,0.00026513,0.00009034998,0.00001897984,0.00003836016,0.0008794187,0.995624,0.002822565],"study_design_scores_gemma":[0.0001336371,0.00006183686,0.0003784425,0.00167034,0.00004913627,0.0009251072,0.0004995048,0.0001694426,0.0002113416,0.005709539,0.9901059,0.00008578291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001017948,0.002206025,0.00005394726,0.9530203,0.0431385,0.00001382811,0.0001313074,0.00003427854,0.001299989],"genre_scores_gemma":[0.001408074,0.001864582,0.00008891361,0.9423125,0.05213897,0.00003251945,0.00004230477,0.0000298257,0.002082266],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07872277,"threshold_uncertainty_score":0.07807267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01045983827387541,"score_gpt":0.2460324649047645,"score_spread":0.2355726266308891,"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."}}