{"id":"W4285491952","doi":"10.1186/s13012-022-01217-4","title":"Study protocol for a type III hybrid effectiveness-implementation trial to evaluate scaling interoperable clinical decision support for patient-centered chronic pain management in primary care","year":2022,"lang":"en","type":"article","venue":"Implementation Science","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agency for Healthcare Research and Quality; University of Florida; University of Florida Health; Alphora Research; Florida Department of Health","keywords":"Medicine; Chronic pain; Context (archaeology); Clinical decision support system; Public health; Decision support system; Health informatics; Health administration; Nursing; Physical therapy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02656763,0.005636778,0.007663455,0.001714239,0.003246537,0.004546317,0.003210703,0.006605169,0.1450119],"category_scores_gemma":[0.04687965,0.00230913,0.005448712,0.002126848,0.002607791,0.004350903,0.002742739,0.008956441,0.02095751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003220264,"about_ca_system_score_gemma":0.0110232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002540437,"about_ca_topic_score_gemma":0.003205949,"domain_scores_codex":[0.9745502,0.01551754,0.002457021,0.002862116,0.002183827,0.002429232],"domain_scores_gemma":[0.9782792,0.008574601,0.003842939,0.004371031,0.002985865,0.001946429],"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":[0.8790995,0.01751085,0.001727088,0.009744055,0.003827557,0.0003359805,0.0004781659,0.001925653,0.0006166534,0.007328001,0.0397463,0.03766029],"study_design_scores_gemma":[0.9208719,0.03246608,0.002371941,0.001823247,0.001293304,0.00006127534,0.0001827614,0.001964798,0.0005347128,0.007472359,0.03086908,0.0000885402],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.00679747,0.0005802474,0.003193127,0.0005541482,0.001662406,0.9767643,0.00532786,0.0002317799,0.004888716],"genre_scores_gemma":[0.00447755,0.00006936099,0.002220831,0.0003275112,0.00007884044,0.9915721,0.0003297517,0.00001510427,0.0009090116],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1450119,"threshold_uncertainty_score":0.485113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.543543092669169,"score_gpt":0.6223722093702386,"score_spread":0.07882911670106962,"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."}}