{"id":"W2982569277","doi":"10.2196/15368","title":"Evidence on User-Led Innovation in Diabetes Technology (The OPEN Project): Protocol for a Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Diabetes Management and Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission; Steno Diabetes Center Copenhagen","keywords":"Protocol (science); Computer science; Knowledge management; Medicine; Alternative medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.1413209,0.005713512,0.008917809,0.009066164,0.005989898,0.008590036,0.005577238,0.01025291,0.0931593],"category_scores_gemma":[0.1204071,0.005420412,0.008032268,0.009037204,0.005542366,0.006607738,0.004974916,0.009608745,0.01868423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01196342,"about_ca_system_score_gemma":0.04566373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00601691,"about_ca_topic_score_gemma":0.008051554,"domain_scores_codex":[0.9184876,0.04813864,0.01685048,0.0047237,0.007382147,0.004417365],"domain_scores_gemma":[0.9147077,0.03435415,0.0125622,0.01240518,0.02176642,0.004204295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1156156,0.01856766,0.006670245,0.3923491,0.004019273,0.003231832,0.03240362,0.009183249,0.006160522,0.05008231,0.119312,0.2424047],"study_design_scores_gemma":[0.1725058,0.02392275,0.01850478,0.2008686,0.002914565,0.0007321474,0.02446565,0.004816771,0.0074825,0.03321324,0.5095212,0.001052092],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003256179,0.0001017278,0.0007187193,0.00006902939,0.00006386008,0.9977817,0.0006517956,0.00001565356,0.0002719498],"genre_scores_gemma":[0.0002218046,0.00004173563,0.0008459057,0.00004060519,0.000004921996,0.9987312,0.0000584548,0.000001411797,0.00005385145],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1413209,"threshold_uncertainty_score":0.7473853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4888842063281977,"score_gpt":0.67738459069102,"score_spread":0.1885003843628222,"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."}}