{"id":"W2560120056","doi":"10.1177/0145721716679276","title":"Understanding Financial Barriers to Care in Patients With Diabetes","year":2016,"lang":"en","type":"article","venue":"The Diabetes Educator","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Thematic analysis; Variety (cybernetics); Health care; Grounded theory; Medicine; Diabetes mellitus; Nursing; Business; Qualitative research; Family medicine; Finance; 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":[0.0003850103,0.0001903685,0.0003099276,0.0001574478,0.0007581245,0.00000912612,0.0003148127,0.0001142186,0.0006938344],"category_scores_gemma":[0.0008250308,0.00009589038,0.00004304531,0.0003249879,0.00007742905,0.0001281423,0.0001192377,0.0002884128,0.0002456071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878013,"about_ca_system_score_gemma":0.003253368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002689735,"about_ca_topic_score_gemma":0.0003266098,"domain_scores_codex":[0.9978529,0.0002797123,0.0003335715,0.0002779771,0.0002408924,0.001014989],"domain_scores_gemma":[0.9980133,0.0008289787,0.0001059197,0.0004271624,0.0001035891,0.0005210623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004869438,0.00001529486,0.9632018,0.00009813829,0.000008887393,1.456316e-7,0.005661229,2.026906e-7,0.00001649389,0.0005527881,0.02925675,0.001139548],"study_design_scores_gemma":[0.001498886,0.0002632111,0.9660233,0.0003724341,0.00001903698,3.905449e-9,0.005244176,1.463158e-7,0.0000756502,0.0007401656,0.02551585,0.0002471427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803041,0.0001180185,0.000005005044,0.01506923,0.001460447,0.00107558,0.00007920956,0.00005481523,0.001833657],"genre_scores_gemma":[0.9682512,0.000003995694,0.00005295771,0.03073744,0.0002974322,0.0003015552,0.00000977548,0.00003528205,0.0003103798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01566821,"threshold_uncertainty_score":0.7596999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0346662787341687,"score_gpt":0.3328947890626401,"score_spread":0.2982285103284714,"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."}}