{"id":"W2258892815","doi":"10.1007/s12529-016-9540-4","title":"Systematic Review and Meta-Analysis of Peer-Led Self-Management Programs for Increasing Physical Activity","year":2016,"lang":"en","type":"review","venue":"International Journal of Behavioral Medicine","topic":"Physical Activity and Health","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre for Interdisciplinary Research in Rehabilitation; University of British Columbia Hospital; Centres Intégré Universitaires de Santé et de Services Sociaux; GF Strong Rehabilitation Centre; University of British Columbia","funders":"","keywords":"PsycINFO; CINAHL; Meta-analysis; Strictly standardized mean difference; Psychological intervention; Randomized controlled trial; Medicine; MEDLINE; Systematic review; Physical therapy; Physical activity; Peer review; Self-management; Health psychology; Public health; Internal medicine; Nursing; Computer science","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":[0.001709825,0.0003913426,0.01138631,0.0007029035,0.00002927063,0.00001394514,0.0003495543,0.0001102007,0.0000463919],"category_scores_gemma":[0.0002833978,0.0001941718,0.003026006,0.0004090953,0.0001259002,0.0001595912,0.00008220389,0.0003151274,0.000001605488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002808366,"about_ca_system_score_gemma":0.0001582455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000302043,"about_ca_topic_score_gemma":0.000002502679,"domain_scores_codex":[0.9962046,0.0003248709,0.001484623,0.0002792345,0.001510354,0.0001963548],"domain_scores_gemma":[0.9942599,0.0007023604,0.003077452,0.0002901301,0.001421403,0.0002487415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001360072,0.003000365,0.000002411178,0.6330542,0.2746485,0.00008267031,0.0001171023,2.590426e-8,0.00000563492,0.0001651441,0.0001608233,0.08862713],"study_design_scores_gemma":[0.000715616,0.000956992,0.00001018076,0.1447524,0.8443679,0.0002309424,0.00001553911,0.000004630898,0.000001552224,0.00003538263,0.00878024,0.00012862],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004268057,0.9938884,0.0002253571,0.002404485,0.0001451104,0.002733993,0.0001089002,0.00001422788,0.00005270384],"genre_scores_gemma":[0.006341191,0.9922153,0.0005051192,0.0001187773,0.0003614326,0.0001884207,0.00005482732,0.00003216827,0.0001827831],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5697194,"threshold_uncertainty_score":0.7918095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1989686482062074,"score_gpt":0.499572932520948,"score_spread":0.3006042843147406,"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."}}