{"id":"W3199974590","doi":"10.1080/17489539.2021.1976964","title":"A scoping review of the school-aged stuttering intervention literature","year":2021,"lang":"en","type":"review","venue":"Evidence-Based Communication Assessment and Intervention","topic":"Stuttering Research and Treatment","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"PsycINFO; CINAHL; Psychological intervention; MEDLINE; Cochrane Library; Systematic review; Medicine; Grey literature; Family medicine; Gerontology; Psychology; Randomized controlled trial; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002427913,0.0003884769,0.001188863,0.0002389372,0.0002290843,0.0002391431,0.0008996052,0.0001984618,0.00166479],"category_scores_gemma":[0.0004358907,0.0002783559,0.001376258,0.0006759015,0.0001286452,0.0003361039,0.0006530735,0.000856703,0.00002088758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000364374,"about_ca_system_score_gemma":0.0002551474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009201113,"about_ca_topic_score_gemma":0.00003604513,"domain_scores_codex":[0.9927484,0.004606042,0.001430996,0.0004992951,0.0004530934,0.000262155],"domain_scores_gemma":[0.9955423,0.0007415708,0.001395289,0.001951254,0.0002756026,0.00009399396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001150562,0.0004071642,0.0003931383,0.2541322,0.00041734,0.000005646662,0.00005598864,1.525411e-7,0.000001148498,0.0003297656,0.000930786,0.7433152],"study_design_scores_gemma":[0.0004693421,0.0001865164,0.001856105,0.9804847,0.0006476513,0.00001810664,0.00005285409,0.000004667133,0.000003238606,0.00001944068,0.01605295,0.0002044597],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007426062,0.9956076,0.0005369899,0.0005259616,0.0003719542,0.002477879,0.00002255871,0.00003841993,0.0003443807],"genre_scores_gemma":[0.001995709,0.9948307,0.0004590875,0.0001318359,0.00004722638,0.001599711,0.0003848153,0.0000367417,0.0005141406],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7431107,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1793495617851967,"score_gpt":0.5293042492964568,"score_spread":0.3499546875112601,"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."}}