{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001137935,0.00008409402,0.0002497676,0.001480951,0.0001006139,0.00003249468,0.0003206419,0.00006959725,0.00005012465],"category_scores_gemma":[0.00151544,0.00004319895,0.00003975732,0.001301948,0.001746255,0.0003241679,0.0001637711,0.0001565707,0.00001696331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006157337,"about_ca_system_score_gemma":0.0002800754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.702249e-8,"about_ca_topic_score_gemma":1.053112e-7,"domain_scores_codex":[0.9986364,0.000009287695,0.0002318175,0.0001612561,0.0005017406,0.0004595327],"domain_scores_gemma":[0.9988146,0.00009734389,0.0001340869,0.0001904191,0.0005877851,0.0001757406],"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":[0.000002326581,0.00005890299,0.611343,0.0000211737,0.00002660315,0.000004272511,0.000007934021,9.58182e-9,0.1914795,0.001040735,0.001243075,0.1947725],"study_design_scores_gemma":[0.003384138,0.00479394,0.359495,0.001020343,0.0001899749,0.00002339545,0.0004873203,0.00006166123,0.5465034,0.02499947,0.05866994,0.0003714642],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715363,0.0007306099,0.00000305645,0.02628452,0.0002151924,0.00008086723,4.286315e-7,0.00002349843,0.001125533],"genre_scores_gemma":[0.9986972,0.0000879634,0.0003539485,0.0002368063,0.00008910674,0.000002683322,4.639758e-8,0.000006438202,0.0005258654],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3550239,"threshold_uncertainty_score":0.6434148,"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."}}