{"id":"W4229512523","doi":"10.21203/rs.3.rs-397708/v1","title":"The TANDEM trial: protocol for the process evaluation of a randomised trial of a complex intervention for anxiety and/or depression in people living with chronic obstructive pulmonary disease (COPD)","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Health Technology Assessment Programme; Department of Health and Social Care; National Institute for Health and Care Research","keywords":"COPD; Pulmonary disease; Anxiety; Depression (economics); Medicine; Randomized controlled trial; Physical therapy; Intervention (counseling); Protocol (science); Disease; Clinical trial; Psychiatry; Internal medicine; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1279579,0.007784031,0.01093512,0.004648638,0.004721214,0.007263971,0.004473015,0.009348751,0.1194985],"category_scores_gemma":[0.1341852,0.004219134,0.006471585,0.006451693,0.005631213,0.005569415,0.003419583,0.01183116,0.02892462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01016321,"about_ca_system_score_gemma":0.02745481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001949979,"about_ca_topic_score_gemma":0.003281443,"domain_scores_codex":[0.8860348,0.08191696,0.01563495,0.00509968,0.006458697,0.004854967],"domain_scores_gemma":[0.9306576,0.02741361,0.01201868,0.01174394,0.01348457,0.004681595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.4637884,0.01042126,0.001181176,0.1778548,0.003306662,0.001252496,0.004401617,0.00641122,0.006564882,0.04142119,0.1319024,0.1514939],"study_design_scores_gemma":[0.5477294,0.03344476,0.004135889,0.05497969,0.001805132,0.000463912,0.001440432,0.007715294,0.005767255,0.02204225,0.3197719,0.0007041829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003428223,0.0001040468,0.00175457,0.00009864078,0.0002387188,0.996357,0.0006199502,0.00006172052,0.0004225432],"genre_scores_gemma":[0.0002604652,0.00004145387,0.001518921,0.00003332975,0.00001896504,0.9979231,0.0000575821,0.000005017223,0.0001413169],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1279579,"threshold_uncertainty_score":0.6767144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1013981513878712,"score_gpt":0.4550501789339528,"score_spread":0.3536520275460817,"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."}}