{"id":"W2188986301","doi":"","title":"\"I take what I think works for me\": a qualitative study to explore patient perception of diabetes treatment benefits and risks.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"Diabetes Management and Education","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Grounded theory; Qualitative research; Perception; Theoretical sampling; Data collection; Diabetes mellitus; 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":[0.02068085,0.0008111553,0.001261242,0.001644207,0.01127286,0.004426464,0.002268378,0.002533997,0.005360817],"category_scores_gemma":[0.03197411,0.001005573,0.0007231509,0.001727119,0.008954176,0.005686225,0.005934194,0.006271712,0.0007614985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006856277,"about_ca_system_score_gemma":0.008711471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008968706,"about_ca_topic_score_gemma":0.01638663,"domain_scores_codex":[0.9832242,0.01314136,0.0004119144,0.0006317481,0.0008676089,0.00172322],"domain_scores_gemma":[0.9635677,0.02673237,0.002113982,0.0006667903,0.00263139,0.004287839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004720797,0.00007377673,0.001278935,0.0002232663,0.000004711565,0.0006531026,0.9929839,0.00002029776,0.0002844465,0.000535288,0.001085971,0.002809088],"study_design_scores_gemma":[0.000009346239,0.00005949197,0.0005500778,0.000253083,0.000004570885,0.0002284165,0.9912612,0.00005103811,0.0001062453,0.0002465636,0.007218128,0.00001175549],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9694886,0.00279641,0.004759161,0.01200598,0.0003615767,0.001033124,0.0006492406,0.00005519002,0.008850566],"genre_scores_gemma":[0.9830788,0.00207052,0.003283639,0.005096353,0.00007171871,0.001403159,0.0002022395,0.00006191827,0.004731598],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02068085,"threshold_uncertainty_score":0.1093721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1263920573498525,"score_gpt":0.352728144859626,"score_spread":0.2263360875097735,"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."}}