{"id":"W3169630609","doi":"10.1007/s10654-021-00761-5","title":"Prioritisation and design of clinical trials","year":2021,"lang":"en","type":"article","venue":"European Journal of Epidemiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"Canadian Institutes of Health Research; ZonMw; European Society of Radiology; Gordon and Betty Moore Foundation; American Diabetes Association","keywords":"Medicine; Clinical trial; Psychological intervention; Research design; Data collection; Clinical study design; Sample size determination; Value of information; Value (mathematics); Health care; Relevance (law); Evidence-based policy; Risk analysis (engineering); Actuarial science; Management science; Alternative medicine; Nursing; Computer science; Statistics; Business","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":[],"category_scores_codex":[0.42865,0.004352117,0.007021321,0.01026747,0.001789075,0.01140893,0.005946896,0.006459856,0.006605404],"category_scores_gemma":[0.5638889,0.00322499,0.004793968,0.00622108,0.005039364,0.006601072,0.006491086,0.00968089,0.002933104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007519921,"about_ca_system_score_gemma":0.03317622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009793973,"about_ca_topic_score_gemma":0.001191867,"domain_scores_codex":[0.3653897,0.5661516,0.03011585,0.0116697,0.02431826,0.002354823],"domain_scores_gemma":[0.4320737,0.4533514,0.03963856,0.03124049,0.03579704,0.007898734],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.01019554,0.0009264337,0.006086908,0.0218035,0.004437073,0.0004612002,0.003564894,0.04454722,0.002207089,0.2763738,0.02509929,0.6042972],"study_design_scores_gemma":[0.01706968,0.005961195,0.003680285,0.01397298,0.002315415,0.0005389123,0.0008763957,0.09222466,0.004760504,0.7483564,0.1097741,0.000469487],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004833253,0.008218717,0.8278819,0.01301222,0.003388521,0.1333272,0.0008268039,0.000867961,0.007643529],"genre_scores_gemma":[0.05345357,0.003678458,0.8146083,0.003069645,0.001211855,0.1221987,0.0004965281,0.0001194945,0.001163328],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.42865,"threshold_uncertainty_score":0.7045764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.897772265089956,"score_gpt":0.6053091100408774,"score_spread":0.2924631550490786,"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."}}