{"id":"W2552435993","doi":"10.1016/j.jcjd.2016.08.219","title":"Engaging Patients and Clinicians in Establishing Research Priorities for Gestational Diabetes Mellitus","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Gestational Diabetes Research and Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary; University of Alberta","funders":"Alberta Innovates - Health Solutions; Canada Research Chairs; Alberta Health Services","keywords":"Gestational diabetes; Medicine; Alliance; Scope (computer science); Family medicine; Pregnancy; Gestation","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1772047,0.001295228,0.003684224,0.0046301,0.02734536,0.03431353,0.004921793,0.02381531,0.007446342],"category_scores_gemma":[0.3598303,0.002680151,0.001646329,0.002434019,0.01294254,0.02217111,0.03362028,0.04495189,0.002255133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01605377,"about_ca_system_score_gemma":0.089601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01192407,"about_ca_topic_score_gemma":0.02624289,"domain_scores_codex":[0.7239613,0.2282919,0.01558962,0.004274006,0.01395954,0.01392372],"domain_scores_gemma":[0.5750949,0.2542107,0.01866778,0.007097424,0.0423561,0.1025731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.000697192,0.001408103,0.05757389,0.004097176,0.0004998483,0.008231603,0.2502848,0.0005690882,0.001822356,0.02074945,0.3854197,0.2686469],"study_design_scores_gemma":[0.000623217,0.0005935792,0.01243745,0.0105083,0.0004211415,0.003780271,0.496795,0.0006051266,0.0007663865,0.08602367,0.3868684,0.0005774461],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01643187,0.009060402,0.002539558,0.9534726,0.005918704,0.0005059587,0.00005734192,0.00008407337,0.01192947],"genre_scores_gemma":[0.468656,0.02844865,0.04187827,0.4401641,0.01296656,0.002972949,0.0002161348,0.000194105,0.004503316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1772047,"threshold_uncertainty_score":0.9371592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978174402400159,"score_gpt":0.3323898962378632,"score_spread":0.2826081522138617,"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."}}