{"id":"W3210354641","doi":"10.1177/26334895211051791","title":"A Glimpse into the “Black Box”: Which Elements of Consultation in an EBP are Associated with Client Symptom Change and Therapist Fidelity?","year":2021,"lang":"en","type":"article","venue":"Implementation Research and Practice","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Canadian Mounted Police; Toronto Metropolitan University","funders":"Canadian Institutes of Health Research","keywords":"Fidelity; Attendance; Competence (human resources); Clinical psychology; Checklist; Medicine; Psychology; Protocol (science); Alternative medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09125248,0.0009779022,0.001331844,0.003255775,0.001413976,0.005501612,0.001701215,0.00282087,0.005695842],"category_scores_gemma":[0.2355883,0.0009091093,0.002727492,0.002087286,0.006515896,0.01018588,0.00317143,0.003152326,0.0004789892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027136,"about_ca_system_score_gemma":0.005359141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005241802,"about_ca_topic_score_gemma":0.007151905,"domain_scores_codex":[0.9398423,0.04239853,0.004299855,0.003233648,0.008680215,0.00154529],"domain_scores_gemma":[0.5397967,0.4068515,0.03273576,0.009500243,0.008813399,0.002302484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366934,0.0004471761,0.7023414,0.003236409,0.002061096,0.0002592407,0.01393313,0.0008769429,0.0009181282,0.009780874,0.004060632,0.260718],"study_design_scores_gemma":[0.000169024,0.003072513,0.9139363,0.01161935,0.002524266,0.001111987,0.01400293,0.01461578,0.002069371,0.02830322,0.008274689,0.0003005081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.745804,0.04891339,0.07013094,0.1181035,0.001107172,0.0008688879,0.0009702606,0.0004051098,0.01369677],"genre_scores_gemma":[0.9728747,0.003380317,0.01899929,0.003431618,0.0003456415,0.0003396064,0.0001663545,0.00009173559,0.0003707932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09125248,"threshold_uncertainty_score":0.482595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2881947895077688,"score_gpt":0.5284455696459908,"score_spread":0.2402507801382219,"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."}}