{"id":"W3156868405","doi":"10.1016/s2214-109x(20)30540-4","title":"Randomised trials at the level of the individual","year":2021,"lang":"en","type":"review","venue":"The Lancet Global Health","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Centre on Substance Use; McMaster University; Hospital for Sick Children; Impact; University of British Columbia","funders":"Bill and Melinda Gates Foundation","keywords":"Clinical trial; Protocol (science); Research design; Computer science; Scale (ratio); Clinical study design; Data collection; Management science; Operations research; Medical physics; Risk analysis (engineering); Data science; Medicine; Alternative medicine; Statistics; Engineering; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.1915938,0.002012097,0.009649429,0.003474986,0.001184687,0.009948172,0.006004733,0.00826601,0.019368],"category_scores_gemma":[0.2772502,0.001837479,0.006733002,0.005096822,0.01171806,0.01181775,0.006761663,0.01263975,0.005391306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005685473,"about_ca_system_score_gemma":0.01532576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001690885,"about_ca_topic_score_gemma":0.001065927,"domain_scores_codex":[0.7200598,0.2361134,0.01353219,0.01290088,0.01607652,0.001317277],"domain_scores_gemma":[0.6908692,0.2718456,0.01130006,0.01997653,0.004955285,0.001053347],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002372876,0.0002519569,0.0009865235,0.04986064,0.003809696,0.0001142095,0.001227124,0.006336046,0.0007597512,0.6360258,0.01698807,0.2812673],"study_design_scores_gemma":[0.003265043,0.00176317,0.0008579674,0.01894721,0.002359182,0.0002692294,0.0002578888,0.005162012,0.0008413255,0.859274,0.1068882,0.0001147314],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.003830017,0.1767067,0.7189007,0.03363646,0.008350419,0.01473683,0.002099693,0.0009929664,0.04074631],"genre_scores_gemma":[0.1144217,0.0959457,0.6963472,0.02487815,0.005891644,0.05529386,0.0007255376,0.0005284886,0.005967816],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8084062,"threshold_uncertainty_score":0.9969087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9420801402174879,"score_gpt":0.7067034445368613,"score_spread":0.2353766956806266,"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."}}