{"id":"W4213346750","doi":"10.24926/iip.v13i1.4429","title":"Assessing Willingness of Patients with Diabetes to Attend Pharmacist-Led Structured and Patient Specific Diabetes Self-Management Education","year":2022,"lang":"en","type":"article","venue":"INNOVATIONS in pharmacy","topic":"Diabetes Management and Education","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Medicine; Pharmacist; Family medicine; Diabetes mellitus; Likert scale; Pharmacy; Medication therapy management; Willingness to pay; Diabetes management; Type 2 diabetes; Psychology","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":[0.002836801,0.0001370682,0.0002025931,0.0004131806,0.0004764241,0.0009320058,0.0004250438,0.0004780466,0.00434718],"category_scores_gemma":[0.009733475,0.000178418,0.0006093534,0.0003727743,0.0002468181,0.0005058451,0.0009043257,0.0007106626,0.0003973426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008323356,"about_ca_system_score_gemma":0.0009444616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003185542,"about_ca_topic_score_gemma":0.005648126,"domain_scores_codex":[0.9984123,0.0007963441,0.0002032414,0.0001034026,0.0002351899,0.0002495134],"domain_scores_gemma":[0.9926854,0.002858294,0.002519081,0.0001608662,0.0007742318,0.001002069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003563751,0.0006194407,0.9710003,0.0001864139,0.0001130962,0.0001484888,0.005632909,0.000163246,0.0004409646,0.0000510671,0.00124143,0.02004643],"study_design_scores_gemma":[0.00009630097,0.001484671,0.9641917,0.0001484282,0.00008020445,0.0005554432,0.02964181,0.0007722118,0.0004147559,0.0000716678,0.002506681,0.0000361356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983559,0.00005482168,0.00007176575,0.0002304982,0.000003972811,0.00005006384,0.0001627745,0.000003774808,0.001066336],"genre_scores_gemma":[0.998955,0.00009359849,0.0002316187,0.0002009418,0.000004870525,0.00006497546,0.0001395936,0.000001263903,0.0003081308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00434718,"threshold_uncertainty_score":0.01500267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01601636315555699,"score_gpt":0.3054475668911918,"score_spread":0.2894312037356349,"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."}}