{"id":"W2065829166","doi":"10.2147/ppa.s68941","title":"The multinational second Diabetes, Attitudes, Wishes and Needs study: results of the French survey","year":2015,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Diabetes Management and Education","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"Novo Nordisk","keywords":"Medicine; Psychosocial; Diabetes mellitus; Distress; Hypoglycemia; Quality of life (healthcare); Diabetes management; Insulin; Type 1 diabetes; Mood; Health professionals; Type 2 diabetes; Depression (economics); Gerontology; Family medicine; Nursing; Health care; Psychiatry; Clinical psychology; Internal medicine; Endocrinology","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":[0.003211564,0.0004431684,0.0002977466,0.001376847,0.0005098315,0.0008313091,0.0004002469,0.0005380049,0.001511858],"category_scores_gemma":[0.003086304,0.0002166926,0.0007584181,0.001149673,0.0002235218,0.0004548888,0.000841924,0.0004714138,0.000419877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001863627,"about_ca_system_score_gemma":0.001019109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1452488,"about_ca_topic_score_gemma":0.1148983,"domain_scores_codex":[0.9984603,0.0007814103,0.0001222823,0.0001430203,0.0002595094,0.0002335976],"domain_scores_gemma":[0.9970827,0.0004314346,0.0009953742,0.0001382379,0.0005893279,0.000762991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001569353,0.0001368917,0.9900551,0.00004755575,0.00008217399,0.00009680106,0.001054709,0.00006085288,0.00017316,0.00003560451,0.002062236,0.006038069],"study_design_scores_gemma":[0.00001569913,0.0001130849,0.997933,0.0000138658,0.00001375473,0.00007082601,0.0006715918,0.0000580868,0.00003178811,0.000004870385,0.001067445,0.000006037879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913947,0.000503319,0.0001628638,0.0004345867,0.00001763687,0.00008406902,0.00569487,0.00001233062,0.001695547],"genre_scores_gemma":[0.9901438,0.0004689973,0.0004392935,0.0004083125,0.00004233756,0.00028212,0.006299687,0.000008431281,0.00190708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1452488,"threshold_uncertainty_score":0.2888067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08062964124471002,"score_gpt":0.2849274886511866,"score_spread":0.2042978474064766,"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."}}