{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006570497,0.0001222249,0.0002302724,0.0001358802,0.00004551664,0.00004297613,0.00003181182,0.00002958351,0.000008185823],"category_scores_gemma":[0.0001068777,0.00009698218,0.00004991144,0.0001511103,0.00001827481,0.0002259979,0.00002252344,0.00003050386,0.000002666562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001249635,"about_ca_system_score_gemma":0.000006894307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002169806,"about_ca_topic_score_gemma":0.00002241807,"domain_scores_codex":[0.9990343,0.00003593355,0.0002437916,0.0002255802,0.0001712396,0.0002890912],"domain_scores_gemma":[0.9993536,0.0001524197,0.00008901143,0.0001584975,0.0001005602,0.0001459288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001281101,0.0009447465,0.02789264,0.00003711326,0.0001254563,1.675025e-7,0.2023607,0.000003299644,0.00001391607,0.00001310894,0.0002032419,0.7682775],"study_design_scores_gemma":[0.001021734,0.001189465,0.5984899,0.00006077878,0.0001866845,3.183413e-8,0.39846,0.000009244198,0.0002682957,0.00005729217,0.0001834817,0.00007303786],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934631,0.0008438768,0.00003787874,0.000650468,0.0002212538,0.004646116,0.000003126375,0.0000268446,0.0001073475],"genre_scores_gemma":[0.996554,0.0001429658,0.0004118952,0.0001918708,0.00008937874,0.00240672,0.00004627381,0.00001508667,0.0001418249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7682045,"threshold_uncertainty_score":0.3954819,"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."}}