{"id":"W2090428041","doi":"10.1097/01.nur.0000311707.32566.c8","title":"\"I Know This Is Bad for Me, But…\"","year":2008,"lang":"en","type":"article","venue":"Clinical Nurse Specialist","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Irritable bowel syndrome; Medicine; Adverse effect; Disease; Health professionals; Family medicine; Health care; Psychiatry; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003584182,0.0001864323,0.0005474822,0.00004893684,0.0001780248,0.00001348701,0.0001536778,0.0001746125,0.002562498],"category_scores_gemma":[0.003104813,0.0001655273,0.0005327449,0.0001417838,0.0007419754,0.00006236295,0.00002439337,0.0003445077,0.0007209613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003711842,"about_ca_system_score_gemma":0.0001807474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006426214,"about_ca_topic_score_gemma":0.00003371574,"domain_scores_codex":[0.9981682,0.00005312568,0.0007087084,0.0004644759,0.0002487168,0.0003567588],"domain_scores_gemma":[0.998272,0.0005265073,0.0001176171,0.0004746295,0.0002271263,0.0003821198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001677699,0.001693673,0.1789904,0.0000701498,0.00006661753,0.0001077888,0.0002024428,2.80547e-7,0.00007226874,0.002139459,0.7987666,0.01621266],"study_design_scores_gemma":[0.004867691,0.00161862,0.3199565,0.0001354347,0.0001757764,0.0001922164,0.000212804,0.0001244383,0.0001243145,0.001525927,0.6708474,0.0002188745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6811115,0.0005830815,0.001765921,0.05146253,0.003759485,0.001903462,0.0002268016,0.000352446,0.2588347],"genre_scores_gemma":[0.7914263,0.0005578576,0.02320549,0.02758891,0.01095001,0.00008477131,0.0002186055,0.0001289058,0.1458392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1409661,"threshold_uncertainty_score":0.9983493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07883967914058161,"score_gpt":0.386807165140103,"score_spread":0.3079674859995214,"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."}}