{"id":"W3196939047","doi":"10.1044/2021_jslhr-20-00683","title":"Core Outcome Set Use in Poststroke Aphasia Treatment Research: Examining Barriers and Facilitators to Implementation Using the Theoretical Domains Framework","year":2021,"lang":"en","type":"article","venue":"Journal of Speech Language and Hearing Research","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Aphasia; Facilitator; Psychology; Set (abstract data type); Outcome (game theory); Descriptive statistics; Applied psychology; Clinical psychology; Cognitive psychology; Social psychology; 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":[0.01668297,0.000103283,0.0002453861,0.0006839801,0.0008668752,0.0005917753,0.0002840519,0.0001348049,0.0002432753],"category_scores_gemma":[0.007554524,0.00007524819,0.00004694959,0.001162528,0.0009402286,0.0002693497,0.0003234834,0.001279939,0.0000020648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006507488,"about_ca_system_score_gemma":0.0006478911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005612423,"about_ca_topic_score_gemma":0.002876835,"domain_scores_codex":[0.9949722,0.001731266,0.0004256395,0.0002614479,0.001810962,0.0007985138],"domain_scores_gemma":[0.9949522,0.003659778,0.0000530738,0.0002443762,0.0006126996,0.0004778867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002232809,0.0000539525,0.7561217,0.00004012302,0.00005945062,0.004623831,0.1596524,0.000006886456,0.01470264,0.02172084,0.0001896019,0.04260535],"study_design_scores_gemma":[0.0008063326,0.0008786641,0.06029764,0.000363491,0.00001478041,0.0003512762,0.9215651,0.00006275281,0.003827163,0.00977277,0.001874861,0.0001851588],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948207,0.0003802705,0.00009850938,0.003914857,0.00004297095,0.0004439479,0.00001410019,0.000008451594,0.0002762536],"genre_scores_gemma":[0.9933332,0.0003781621,0.005883427,0.00005323227,0.0001883549,0.0000110727,9.810182e-7,0.00001484695,0.0001366966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7619128,"threshold_uncertainty_score":0.9044017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6161878066028649,"score_gpt":0.6232376663552414,"score_spread":0.007049859752376486,"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."}}