{"id":"W3112791279","doi":"10.1186/s13643-020-01544-x","title":"Experiences of loneliness: a study protocol for a systematic review and thematic synthesis of qualitative literature","year":2020,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Health disparities and outcomes","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Loneliness; CINAHL; Qualitative research; PsycINFO; Critical appraisal; Medicine; Thematic analysis; Focus group; Population; Systematic review; Checklist; MEDLINE; Applied psychology; Medical education; Psychology; Nursing; Alternative medicine; Psychological intervention; Social science; Psychiatry; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2514928,0.004982317,0.00998512,0.0189884,0.007969351,0.00818784,0.007612563,0.009341353,0.05647801],"category_scores_gemma":[0.211582,0.006530173,0.01112933,0.01585065,0.00773279,0.01328552,0.01008889,0.00994288,0.01142287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01743254,"about_ca_system_score_gemma":0.09532126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005451027,"about_ca_topic_score_gemma":0.01197007,"domain_scores_codex":[0.8563859,0.09355952,0.02970066,0.005966959,0.01047316,0.00391377],"domain_scores_gemma":[0.8282856,0.09478197,0.01716559,0.01603931,0.03839745,0.00533013],"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":[0.007652218,0.001540537,0.001657015,0.6190317,0.001333577,0.003115713,0.07801116,0.003095676,0.004366186,0.0268224,0.07908905,0.1742848],"study_design_scores_gemma":[0.0198857,0.00269025,0.004671269,0.4367657,0.002445362,0.001238334,0.05802049,0.002674101,0.004004579,0.04181266,0.4249991,0.0007925358],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005225621,0.0006896288,0.004009182,0.0005734224,0.0002245314,0.9919028,0.001570521,0.00005159446,0.0004557898],"genre_scores_gemma":[0.000287747,0.0003073406,0.006848868,0.000118825,0.00001085924,0.9921652,0.0001251618,0.00000524023,0.0001307218],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2514928,"threshold_uncertainty_score":0.9230427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2722208919714521,"score_gpt":0.5644838807751811,"score_spread":0.292262988803729,"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."}}