{"id":"W4360826403","doi":"10.1186/s12888-023-04669-0","title":"Improving quality of life in patients with rare autoimmune liver diseases by structured peer-delivered support (Q.RARE.LI): study protocol for a transnational effectiveness-implementation hybrid trial","year":2023,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University Health Network","funders":"Universitätsklinikum Hamburg-Eppendorf; Robert Bosch Stiftung","keywords":"Psychosocial; Medicine; Context (archaeology); Randomized controlled trial; Peer support; Quality of life (healthcare); Intervention (counseling); Population; Social support; Anxiety; Protocol (science); Mental health; Family medicine; Clinical psychology; Psychiatry; Psychology; Nursing; Alternative medicine; Psychotherapist; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002667069,0.0001881057,0.0002547145,0.00007509763,0.00008289584,0.00002224702,0.0001559338,0.00005553814,0.00002595331],"category_scores_gemma":[0.00006843015,0.0001639071,0.0001380627,0.0001183927,0.00003090937,0.00001197361,0.00004371046,0.00004341135,4.166796e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002233088,"about_ca_system_score_gemma":0.0005749773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000685995,"about_ca_topic_score_gemma":0.0002292078,"domain_scores_codex":[0.9984258,0.0001794199,0.000467726,0.0004121214,0.0003069548,0.0002079871],"domain_scores_gemma":[0.9991962,0.00002832735,0.0002574199,0.0002319301,0.0002125428,0.00007359944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06844948,0.001654894,0.9257897,0.0006180072,0.0001372435,3.130243e-7,0.00005882909,0.0001181878,0.001625073,0.00004614984,0.001057765,0.0004443743],"study_design_scores_gemma":[0.08600619,0.002335267,0.9104977,0.000009971715,0.00004537945,1.500381e-7,0.0003093615,0.00004086371,0.0003458058,0.00007153561,0.0001240718,0.0002136687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9229631,0.00001249599,0.0003663023,0.0000207766,0.0001669691,0.07360519,0.002847202,0.00001583228,0.000002110509],"genre_scores_gemma":[0.9434298,2.413894e-7,0.0002098561,0.00002158578,0.00007213686,0.05172473,0.004499463,0.00002767969,0.00001454875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02188047,"threshold_uncertainty_score":0.6683939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01608589708570391,"score_gpt":0.3246150007994034,"score_spread":0.3085291037136995,"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."}}