{"id":"W4377291603","doi":"10.1186/s13012-023-01269-0","title":"Effect of core versus enhanced implementation strategies on adherence to a clinical pathway for managing anxiety and depression in cancer patients in routine care: a cluster randomised controlled trial","year":2023,"lang":"en","type":"article","venue":"Implementation Science","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Cancer Institute NSW","keywords":"Medicine; Anxiety; Cluster randomised controlled trial; Health services research; Health administration; Randomized controlled trial; Depression (economics); Implementation research; Physical therapy; Intervention (counseling); Public health; Family medicine; Psychological intervention; Nursing; Psychiatry; Internal medicine","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":[0.006186049,0.0001818472,0.0005835115,0.0004804877,0.00009691945,0.00005516542,0.0001293546,0.00005163916,0.00004600296],"category_scores_gemma":[0.004789093,0.0001487757,0.00009977109,0.001062931,0.00009157803,0.0004848007,0.00009361111,0.0001314978,0.000002806777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002498658,"about_ca_system_score_gemma":0.0004659789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007743183,"about_ca_topic_score_gemma":0.003059131,"domain_scores_codex":[0.996125,0.0003157449,0.001892378,0.0006041434,0.0006749314,0.0003877451],"domain_scores_gemma":[0.9947482,0.003922474,0.0006161793,0.000192802,0.0003910261,0.0001292602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.5829122,0.0001114549,0.1644842,0.0001021706,0.0000198228,9.369404e-7,0.002321949,0.0001467263,0.004300101,0.00002128303,0.00009450931,0.2454846],"study_design_scores_gemma":[0.8449028,0.008204019,0.1260508,0.0001105722,0.00008373023,1.409852e-7,0.009601143,0.001448866,0.009413124,0.00003320826,0.00001398383,0.0001376076],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840823,0.0000072979,0.0004078404,0.0003012148,0.0008588068,0.01421608,0.00005968489,0.00002452999,0.00004219231],"genre_scores_gemma":[0.9963223,0.00005458759,0.0003696842,0.0002545024,0.00009412474,0.002703362,0.0001837194,0.00001400529,0.000003679323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2619906,"threshold_uncertainty_score":0.6066896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2216935384027384,"score_gpt":0.5927869569487215,"score_spread":0.3710934185459832,"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."}}