{"id":"W3036900991","doi":"10.1186/s13063-020-04466-0","title":"Stakeholder perspectives on adaptive clinical trials: a scoping review","year":2020,"lang":"en","type":"review","venue":"Trials","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; BC Children's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Sample size determination; Stakeholder; Clinical study design; Research design; Clinical trial; Medicine; Inclusion (mineral); Population; External validity; Computer science; Psychology; Social psychology; Public relations; Statistics","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":[0.2879146,0.001875744,0.005560894,0.03323882,0.004153192,0.01947919,0.004383806,0.01193259,0.002843893],"category_scores_gemma":[0.5759591,0.002481478,0.004751345,0.03165587,0.009027051,0.02002151,0.008957402,0.0082731,0.0007729789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01374295,"about_ca_system_score_gemma":0.04771395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004691425,"about_ca_topic_score_gemma":0.007764837,"domain_scores_codex":[0.620299,0.2759532,0.06427506,0.005582043,0.03151803,0.002372581],"domain_scores_gemma":[0.2119954,0.7153854,0.02034931,0.006342521,0.04404682,0.001880628],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002679936,0.00009325875,0.001800341,0.4787657,0.001599927,0.0008179785,0.0281885,0.001069055,0.000839709,0.04646837,0.02487287,0.4152163],"study_design_scores_gemma":[0.00004015366,0.00008092048,0.0005836958,0.8919125,0.0009900643,0.0003437831,0.006769275,0.000283024,0.0001801508,0.01288749,0.0858747,0.00005427084],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001207409,0.9505032,0.004751185,0.03648393,0.001861698,0.0008484584,0.0001132634,0.0000269563,0.004203903],"genre_scores_gemma":[0.02217461,0.9447564,0.0146069,0.01370422,0.001017521,0.003176582,0.0001775426,0.00003689567,0.0003494254],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7120854,"threshold_uncertainty_score":0.8781281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9867389176112797,"score_gpt":0.7843088686461159,"score_spread":0.2024300489651638,"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."}}