{"id":"W4292680642","doi":"10.1097/fch.0000000000000341","title":"Behind Closed Doors","year":2022,"lang":"en","type":"article","venue":"Family & Community Health","topic":"Diabetes Management and Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hendrix Genetics (Canada)","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Thematic analysis; Psychological intervention; Community health workers; Intervention (counseling); Flexibility (engineering); Focus group; Diabetes management; Psychology; Content analysis; Randomized controlled trial; Medical education; Nursing; Gerontology; Qualitative research; Medicine; Type 2 diabetes; Diabetes mellitus; Population; Sociology; Environmental health; Health services","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":[0.001298029,0.00008519813,0.0001918491,0.0001365444,0.001027134,0.00001423258,0.0002116788,0.00001713413,0.0002964566],"category_scores_gemma":[0.00003818238,0.00009247728,0.00005136326,0.0002146358,0.00002976796,0.00004944134,0.0002416072,0.0008072575,0.00006232075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003919592,"about_ca_system_score_gemma":0.0003182353,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02269516,"about_ca_topic_score_gemma":0.0007749996,"domain_scores_codex":[0.9986367,0.0005305993,0.0002037293,0.00009683028,0.0002581269,0.00027401],"domain_scores_gemma":[0.9989873,0.00008534479,0.00008895211,0.0006619738,0.00002855825,0.0001478285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001796512,0.003220888,0.410781,0.0006313632,0.000113175,0.000005739204,0.01743283,0.00003876913,0.0002892872,0.001506806,0.4951603,0.07064029],"study_design_scores_gemma":[0.0006704675,0.0006980023,0.784546,0.00002252987,0.00001806297,0.000001716735,0.009492057,0.00006545137,0.000004992519,0.000228771,0.2041807,0.00007121098],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584839,0.0003193459,0.00001444404,0.007032362,0.0004808927,0.0004003816,0.00001093002,0.0001029286,0.03315479],"genre_scores_gemma":[0.9774238,0.00005348719,0.000312306,0.01889057,0.00007403173,0.00004633455,0.0003462021,0.00001695612,0.002836255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3737651,"threshold_uncertainty_score":0.9838128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06408254299434918,"score_gpt":0.3453927714112713,"score_spread":0.2813102284169222,"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."}}