{"id":"W2131289090","doi":"10.7748/ns2011.11.26.12.35.c8831","title":"Psychological needs of patients with functional bowel disorder","year":2011,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Gastrointestinal motility and disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"","keywords":"Biopsychosocial model; Psychological distress; Intervention (counseling); Distress; Cognition; Psychotherapist; Medicine; Psychology; Clinical psychology; Psychiatry; Mental health","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":[0.00005973569,0.00009256182,0.0001617669,0.00007358787,0.00004221464,0.000003159566,0.00003489628,0.00004216275,0.0005690684],"category_scores_gemma":[0.000058054,0.00006589161,0.00004840748,0.0001484028,0.0002622756,0.00004319478,0.000004536932,0.0001190443,0.00000531709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003223223,"about_ca_system_score_gemma":0.00002904492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007099687,"about_ca_topic_score_gemma":0.000001915755,"domain_scores_codex":[0.9992999,0.00001548119,0.0001429909,0.0001166037,0.000268626,0.0001563569],"domain_scores_gemma":[0.9995187,0.00001386254,0.00004973808,0.0001519292,0.0001857984,0.00007997635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007506779,0.001324736,0.9764968,0.00002292477,0.00001763566,0.000001939378,0.0007340363,0.000002385123,0.00001621319,0.0006028127,0.001050716,0.01222302],"study_design_scores_gemma":[0.002772905,0.003383634,0.9917563,0.0001940083,0.0000558463,0.00001126289,0.0006253083,0.000004011552,0.00003840511,0.0008656832,0.0002331052,0.0000594916],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9666672,0.00003089465,0.01360359,0.0002261619,0.0001083009,0.0001557278,0.00001981712,0.00003766058,0.01915066],"genre_scores_gemma":[0.9953198,8.524786e-7,0.004439709,0.0000939153,0.00001564221,0.000002528522,0.00002219155,0.000009696036,0.00009566113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02865262,"threshold_uncertainty_score":0.62309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02769234915899362,"score_gpt":0.2708739953290694,"score_spread":0.2431816461700758,"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."}}