{"id":"W4403504382","doi":"10.1136/bmjopen-2024-087436","title":"Mapping the landscape of mental health and long COVID: a protocol for scoping review","year":2024,"lang":"en","type":"article","venue":"BMJ Open","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Saskatchewan Health; Saskatchewan Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Protocol (science); 2019-20 coronavirus outbreak; Mental health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Pandemic; Public health; Virology; Nursing; Alternative medicine; Psychiatry; Disease; Outbreak; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1760914,0.006057278,0.01140744,0.02318827,0.005888232,0.009911994,0.006516115,0.01088229,0.06715614],"category_scores_gemma":[0.1543307,0.006237646,0.01223679,0.02144609,0.007063678,0.01176988,0.01048817,0.008861654,0.01795111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01369368,"about_ca_system_score_gemma":0.0999344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004719849,"about_ca_topic_score_gemma":0.008774296,"domain_scores_codex":[0.8956176,0.05131186,0.03638697,0.005099331,0.008365443,0.00321873],"domain_scores_gemma":[0.8589077,0.06438062,0.01919,0.01461013,0.03826904,0.004642544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005616489,0.0008035507,0.001425895,0.7365451,0.001158629,0.002348868,0.01883875,0.002262725,0.004096876,0.01851722,0.09757625,0.1108096],"study_design_scores_gemma":[0.009332409,0.001378829,0.004772293,0.4734941,0.001665994,0.001032501,0.009006522,0.001422905,0.002554606,0.02190787,0.4728464,0.0005856008],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003165852,0.0009920942,0.002438477,0.0004844416,0.0002209817,0.9917528,0.0028456,0.0001027819,0.0008463306],"genre_scores_gemma":[0.00027038,0.0008910386,0.006255115,0.0001499431,0.00002473241,0.9915757,0.0005443371,0.00001168719,0.0002771657],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1760914,"threshold_uncertainty_score":0.9312716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123588791690698,"score_gpt":0.504212821142768,"score_spread":0.38062402945207,"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."}}