{"id":"W1989981066","doi":"10.1097/01.nur.0000325382.99717.ac","title":"I Am Doing the Best That I Can!","year":2008,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Irritable bowel syndrome; Medicine; Coping (psychology); Ulcerative colitis; Etiology; Disease; Inflammatory bowel disease; Quality of life (healthcare); Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000307685,0.0001678422,0.0001692318,0.00001469981,0.0003073463,0.00002894827,0.0003973822,0.0001903427,0.0001436603],"category_scores_gemma":[0.0003164452,0.0001261269,0.0002779303,0.00005357636,0.0008134,0.000003347416,0.00009055173,0.0002081029,0.0002569093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001571858,"about_ca_system_score_gemma":0.0001709672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206872,"about_ca_topic_score_gemma":0.0001962461,"domain_scores_codex":[0.998584,0.0001748583,0.0003718392,0.0003900208,0.0001898917,0.0002893501],"domain_scores_gemma":[0.99885,0.00005303141,0.0001189147,0.0007075988,0.00007469462,0.0001956862],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001003123,0.0008887651,0.6555013,0.00002973503,0.0002285061,0.001465259,0.0002579724,0.00003797631,0.002949091,0.00307853,0.3224357,0.01212402],"study_design_scores_gemma":[0.0009337448,0.0001173432,0.3912644,0.00001653652,0.00004918683,0.00004995333,0.0002175419,0.000008756425,0.001079579,0.00008602509,0.6058729,0.0003039823],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593163,0.0001548398,0.00004660273,0.001065714,0.00155235,0.0002314489,0.00004424974,0.00002284906,0.03756569],"genre_scores_gemma":[0.9869619,0.0002510019,0.0001510861,0.002413729,0.005117763,0.00001764211,0.00007398519,0.00003304977,0.004979836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2834372,"threshold_uncertainty_score":0.5143306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0384770534617556,"score_gpt":0.3279525595953312,"score_spread":0.2894755061335756,"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."}}