{"id":"W4391126410","doi":"10.1093/jcag/gwad060","title":"The impact of source and consumption of news on mental distress among inflammatory bowel disease patients during the COVID-19 pandemic","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Pfizer Canada; Sandoz; Pfizer; Amgen","keywords":"Anxiety; Mental health; Odds; Depression (economics); Medicine; Pandemic; Psychiatry; Distress; Odds ratio; Social media; Public health; Consumption (sociology); Social distance; Logistic regression; Coronavirus disease 2019 (COVID-19); Disease; Psychology; Clinical psychology; Internal medicine; Nursing; Political science","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":[0.000606139,0.0001635824,0.0001957984,0.0007875275,0.0004039141,0.0007466186,0.0002065979,0.0003753923,0.001683304],"category_scores_gemma":[0.004732637,0.0001502381,0.0003677997,0.000877687,0.0002024973,0.0004901367,0.0004988888,0.0005767404,0.0001435559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663668,"about_ca_system_score_gemma":0.0003250309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009341441,"about_ca_topic_score_gemma":0.01719233,"domain_scores_codex":[0.9995497,0.0001933633,0.00005132106,0.00004320616,0.0000736298,0.0000887608],"domain_scores_gemma":[0.9965346,0.0007729076,0.001988859,0.00008553206,0.00024667,0.0003714004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006455173,0.00002566317,0.9980222,0.00002159931,0.00003737058,0.00005979563,0.0002213151,0.00001602145,0.00005601889,0.00000392362,0.00008413474,0.001387362],"study_design_scores_gemma":[0.000002031534,0.00004130428,0.9989982,0.00001829545,0.00001902732,0.00008635315,0.0006694699,0.00005083721,0.00001564946,0.00000476195,0.00009181829,0.000002200481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986348,0.0003143651,0.00001943177,0.0001801548,0.000008137519,0.000006995318,0.0003653099,0.00000125074,0.0004696003],"genre_scores_gemma":[0.999448,0.000199693,0.00004074093,0.00004255527,0.00001419579,0.000005146122,0.0001750568,7.1051e-7,0.00007399946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009341441,"threshold_uncertainty_score":0.01857418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814693862976256,"score_gpt":0.3257115111510874,"score_spread":0.3075645725213248,"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."}}