{"id":"W4386457006","doi":"10.1093/jcag/gwad012","title":"The 2023 Impact of Inflammatory Bowel Disease in Canada: Mental Health and Inflammatory Bowel Disease","year":2023,"lang":"en","type":"review","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Adolescent and Pediatric Healthcare","field":"Health Professions","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; McMaster University; University Health Network; Ottawa Hospital; Institute for Clinical Evaluative Sciences; University of Ottawa; McGill University Health Centre; Mount Sinai Hospital; University of Calgary; Crohn's and Colitis Canada; University of Saskatchewan; Hospital for Sick Children; Public Health Ontario; Dalhousie University; University of Toronto; SickKids Foundation; University of Manitoba","funders":"Janssen Canada; Pfizer Canada; Bristol-Myers Squibb Canada; AbbVie Canada; Takeda Foundation; Crohn's and Colitis Canada; Amgen Canada; Amgen; Pfizer; Bristol-Myers Squibb","keywords":"Medicine; Anxiety; Inflammatory bowel disease; Depression (economics); Mental health; Context (archaeology); Disease; Ulcerative colitis; Psychiatry; Population; Crohn's disease; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001067798,0.0005313,0.00053409,0.002066277,0.003846254,0.002840343,0.001277088,0.002246965,0.03182256],"category_scores_gemma":[0.004652502,0.0003053882,0.001369301,0.002787048,0.0009075531,0.000664814,0.002085074,0.002870367,0.003294507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0616379,"about_ca_system_score_gemma":0.2304532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924077,"about_ca_topic_score_gemma":0.9947438,"domain_scores_codex":[0.9978967,0.0001613902,0.00009181277,0.00009096927,0.0009180958,0.0008409565],"domain_scores_gemma":[0.9899824,0.0002455624,0.0004155507,0.00006922918,0.003478346,0.005808901],"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":[0.0001617995,0.00009351545,0.1082458,0.001148506,0.0001358828,0.0004865964,0.0003676146,0.0002874886,0.0002693051,0.004606277,0.7512847,0.1329123],"study_design_scores_gemma":[0.0001464413,0.00009018639,0.4903532,0.002914393,0.0001800287,0.0004246222,0.001629553,0.001009448,0.0001587745,0.001080722,0.5019271,0.00008562161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0533182,0.09446741,0.0006907554,0.5220528,0.01185111,0.0004497794,0.1354553,0.0006923363,0.1810224],"genre_scores_gemma":[0.5325047,0.1056796,0.007026129,0.1226093,0.005134651,0.0006228276,0.07728806,0.000313617,0.1488211],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0616379,"threshold_uncertainty_score":0.4472164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03148436115244826,"score_gpt":0.3591125135212488,"score_spread":0.3276281523688005,"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."}}