{"id":"W4223540108","doi":"10.1136/bmjopen-2021-056489","title":"Sustainable UNiversity Life (SUN) study: protocol for a prospective cohort study of modifiable risk and prognostic factors for mental health problems and musculoskeletal pain among university students","year":2022,"lang":"en","type":"article","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Disability Prevention and Rehabilitation; Ontario Tech University","funders":"Folkhälsomyndigheten; Forskningsrådet om Hälsa, Arbetsliv och Välfärd; Vetenskapsrådet; Public Health Agency","keywords":"Medicine; Mental health; Anxiety; Cohort; Worry; Cohort study; Mood; Biopsychosocial model; Gerontology; Psychiatry; Family medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02590898,0.003854479,0.004452891,0.002525077,0.004723421,0.002596692,0.003184975,0.004078803,0.06206604],"category_scores_gemma":[0.02287266,0.003221094,0.002665863,0.003245391,0.001703337,0.003544584,0.002595032,0.004540145,0.02193758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003782986,"about_ca_system_score_gemma":0.01323964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005457149,"about_ca_topic_score_gemma":0.0083069,"domain_scores_codex":[0.9875251,0.007561889,0.001899392,0.001323351,0.000691914,0.0009982488],"domain_scores_gemma":[0.9856377,0.002464151,0.002599442,0.003398383,0.004057643,0.001842676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.1991862,0.02472864,0.04302518,0.05300042,0.002030425,0.002455133,0.008148488,0.005584579,0.005666076,0.02160201,0.5209197,0.1136532],"study_design_scores_gemma":[0.1735984,0.04675418,0.1788842,0.02552009,0.001223182,0.001119463,0.008821524,0.008353344,0.004259578,0.02118519,0.5290265,0.001254467],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004640845,0.0001972907,0.002320832,0.0003709452,0.0003314093,0.9748019,0.01542461,0.0001293722,0.001782822],"genre_scores_gemma":[0.002060743,0.00007264364,0.00142081,0.0001403304,0.00004453773,0.994389,0.00136659,0.000008906586,0.0004963859],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06206604,"threshold_uncertainty_score":0.2076316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06339473250747542,"score_gpt":0.4402599967572948,"score_spread":0.3768652642498194,"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."}}