{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01437872,0.0006711618,0.002737288,0.0001656524,0.003468826,0.00005690079,0.0002672214,0.0002155301,0.00003042646],"category_scores_gemma":[0.05458267,0.0005452139,0.0001775675,0.0002730601,0.0008083209,0.0003522357,0.0004968505,0.001000481,0.000007498934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008304073,"about_ca_system_score_gemma":0.0006894768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001953626,"about_ca_topic_score_gemma":0.001402491,"domain_scores_codex":[0.9893457,0.003457516,0.003598678,0.001718161,0.0005245036,0.001355427],"domain_scores_gemma":[0.9547568,0.04033111,0.002251496,0.0005540783,0.001875351,0.0002311787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005754908,0.00002331349,0.01953128,0.01532035,0.0004394141,0.000001334723,0.02261771,3.848723e-8,0.0001410736,0.0001375562,0.9398963,0.001316136],"study_design_scores_gemma":[0.01754882,0.006143325,0.01304749,0.0008669065,0.0008978316,0.00000284886,0.09419192,0.00002012849,0.0001264403,0.04093364,0.8248752,0.001345463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04247061,0.01120498,0.0005309393,0.911227,0.002309737,0.02780839,0.004216352,0.0001984679,0.00003345433],"genre_scores_gemma":[0.0396881,0.003756083,0.007516294,0.9265052,0.008084848,0.0134343,0.0002402024,0.0001128397,0.0006621143],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1150211,"threshold_uncertainty_score":0.9997,"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."}}