{"id":"W2471321521","doi":"10.1177/1932296816660326","title":"Diabetes Educators","year":2016,"lang":"en","type":"article","venue":"Journal of Diabetes Science and Technology","topic":"Diabetes Management and Research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Thematic analysis; Nonprobability sampling; Diabetes management; Health care; Medicine; Nursing; Qualitative research; Medical education; Diabetes mellitus; Metropolitan area; Type 2 diabetes; Population; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001757539,0.0002497878,0.0002473769,0.0008758336,0.001309247,0.002093301,0.0006313566,0.001101827,0.2287321],"category_scores_gemma":[0.005492777,0.0001818892,0.0002014366,0.0007839735,0.0002761669,0.001108123,0.002198701,0.001957922,0.05665658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014233,"about_ca_system_score_gemma":0.00425887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002622098,"about_ca_topic_score_gemma":0.005218078,"domain_scores_codex":[0.9990498,0.0002290551,0.00007232348,0.0001344125,0.0002952035,0.0002191754],"domain_scores_gemma":[0.9964672,0.0004120201,0.0002262922,0.0001483649,0.0008124551,0.001933623],"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":[0.00008517443,0.0003873334,0.005117299,0.0005556868,0.000005759242,0.0004396343,0.001409431,0.00002229821,0.0004089047,0.00388441,0.5133471,0.474337],"study_design_scores_gemma":[0.00002305842,0.00004248558,0.003277846,0.0003359835,0.000004479207,0.0003527284,0.0007484179,0.00001805744,0.00007623505,0.0007235661,0.9943923,0.00000484272],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02043869,0.0105454,0.002591208,0.0802746,0.008687741,0.0005577012,0.00197494,0.0008793158,0.8740504],"genre_scores_gemma":[0.09459332,0.02203218,0.006724529,0.04406695,0.00281218,0.0006120184,0.002660637,0.0001864622,0.8263117],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2287321,"threshold_uncertainty_score":0.765185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00977461426752751,"score_gpt":0.2796021867277645,"score_spread":0.269827572460237,"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."}}