{"id":"W3096392826","doi":"10.1186/s40814-020-00634-w","title":"Guidance for conducting feasibility and pilot studies for implementation trials","year":2020,"lang":"en","type":"letter","venue":"Pilot and Feasibility Studies","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":476,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Victoria","funders":"National Health and Medical Research Council; Canada Research Chairs; National Heart Foundation of Australia","keywords":"Formative assessment; Psychological intervention; Test (biology); Computer science; Implementation research; Resource (disambiguation); Process management; Management science; Psychology; Medicine; Engineering; Nursing","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.5164393,0.004451538,0.004910517,0.01190475,0.005374023,0.01105757,0.01079779,0.04223172,0.0443835],"category_scores_gemma":[0.7113863,0.006116456,0.01173159,0.01093994,0.009004216,0.0180042,0.007473688,0.0219836,0.03842064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008564551,"about_ca_system_score_gemma":0.08215663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007163921,"about_ca_topic_score_gemma":0.01689566,"domain_scores_codex":[0.3710906,0.5162416,0.06726532,0.004735338,0.03432182,0.006345435],"domain_scores_gemma":[0.1810455,0.5911927,0.03968175,0.04629083,0.129427,0.01236229],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00235176,0.0009781375,0.001225892,0.01710655,0.0001730594,0.001232799,0.008316342,0.001272199,0.001136931,0.02723148,0.7517024,0.1872725],"study_design_scores_gemma":[0.007511957,0.001559415,0.004278684,0.05487695,0.0004731083,0.001427206,0.003316437,0.002531712,0.002097113,0.05278298,0.8687057,0.0004387437],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.004610093,0.01003737,0.2146949,0.223795,0.01859586,0.3963999,0.01362887,0.006194693,0.1120434],"genre_scores_gemma":[0.008688897,0.004755459,0.5896342,0.05081668,0.001858178,0.3272881,0.002531261,0.0007726893,0.01365461],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4835607,"threshold_uncertainty_score":0.5963165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9709308971387788,"score_gpt":0.7550117630070824,"score_spread":0.2159191341316964,"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."}}