{"id":"W7033406728","doi":"","title":"Prevalence of mental health disorders in inflammatory bowel disease: an Australian outpatient cohort","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anxiety; Depression (economics); Hospital Anxiety and Depression Scale; Mental health; Cohort; Outpatient clinic; Population; Anxiety disorder","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007811918,0.0002672639,0.0004985929,0.0009589243,0.0007544768,0.0007050305,0.0006555736,0.0004895994,0.0009235545],"category_scores_gemma":[0.002363384,0.0005661068,0.0003592267,0.001189839,0.0003832318,0.0006261796,0.001393527,0.0006922942,0.0002177951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006096174,"about_ca_system_score_gemma":0.0004137111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05669158,"about_ca_topic_score_gemma":0.05304763,"domain_scores_codex":[0.9991303,0.0002005745,0.00009480363,0.0001519585,0.0002684411,0.0001538741],"domain_scores_gemma":[0.9990721,0.0000873546,0.0003439634,0.00005955817,0.0001598002,0.0002772274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004245627,0.00004416548,0.9978707,0.00001457356,0.00002076194,0.0001580962,0.0008325502,0.00001032949,0.000225287,0.000009780591,0.00007470113,0.0006965857],"study_design_scores_gemma":[0.000001966487,0.00003832996,0.9993359,0.000005502352,0.000005683255,0.0001338661,0.0003811241,0.00003682133,0.000007074052,0.000003537318,0.00004875681,0.000001350242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999392,0.00007585054,0.0000354722,0.00003119031,0.000002683937,0.0000279531,0.0001287159,9.780646e-7,0.0003050947],"genre_scores_gemma":[0.9993876,0.0001426096,0.00005997351,0.00004163008,0.000004475344,0.00002816161,0.0001763562,9.819107e-7,0.0001580755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05669158,"threshold_uncertainty_score":0.1127232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993139565273877,"score_gpt":0.4760221242578385,"score_spread":0.2767081677304507,"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."}}