{"id":"W2932661991","doi":"10.1186/s13643-019-0981-0","title":"Effects of training and support programs for leaders of illness-based support groups: commentary and updated evidence","year":2019,"lang":"en","type":"review","venue":"Systematic Reviews","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University; Jewish General Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Peer support; Support group; Intervention (counseling); Focus group; Family medicine; Medical education; Physical therapy; Nursing; Psychiatry; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0033632,0.000634462,0.01015689,0.0002310284,0.00004199163,0.00001910296,0.0002064634,0.0003562339,0.00002039355],"category_scores_gemma":[0.001190533,0.0003540333,0.001103278,0.0003326553,0.0002645696,0.00008300004,0.00004556668,0.0001809558,0.00001036528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006540793,"about_ca_system_score_gemma":0.0002963518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000868952,"about_ca_topic_score_gemma":4.97071e-7,"domain_scores_codex":[0.9938987,0.001024442,0.003782692,0.0005538752,0.0004222207,0.0003180982],"domain_scores_gemma":[0.993536,0.002047842,0.003332972,0.0007203741,0.0001459883,0.0002168115],"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":[0.00001424609,0.00009255444,0.00002507149,0.8285739,0.000560519,0.000004917764,0.000657369,1.55124e-8,0.000006645987,0.000006022301,0.002707028,0.1673517],"study_design_scores_gemma":[0.001062322,0.0007379111,0.000003449341,0.8402074,0.01604842,0.0001355309,0.0008107197,0.00001400564,0.000006506172,0.000001283082,0.140678,0.0002944106],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006028775,0.9561566,0.00007713152,0.00005232658,0.0003006494,0.04327013,0.00003363348,0.00002350454,0.00002580915],"genre_scores_gemma":[0.0008655677,0.9941242,0.0003065055,0.0001803334,0.00005690204,0.003904854,0.0003505538,0.00007485371,0.0001361683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1670573,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.195670565748751,"score_gpt":0.3941863287611309,"score_spread":0.1985157630123799,"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."}}