{"id":"W4284892562","doi":"10.51731/cjht.2022.384","title":"Platform, Basket, and Umbrella Trial Designs: Stakeholder Perspectives of Novel Therapeutics","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Health Technologies","topic":"Science, Research, and Medicine","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Impact; Telus (Canada); Canadian Agency for Drugs and Technologies in Health; University of Manitoba; University of Toronto","funders":"","keywords":"Clinical trial; Protocol (science); Stakeholder engagement; Medicine; Alternative medicine; Stakeholder; Medical physics; Engineering ethics; Public relations; Engineering; Internal medicine; Political science; Pathology","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":[0.6146475,0.001219951,0.00274438,0.003521602,0.006998017,0.02672979,0.005420595,0.01854742,0.008489713],"category_scores_gemma":[0.5141222,0.001444697,0.002253465,0.003251975,0.03019259,0.02306101,0.01423369,0.02085399,0.0007422362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02047366,"about_ca_system_score_gemma":0.05132986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007345993,"about_ca_topic_score_gemma":0.01158822,"domain_scores_codex":[0.3364236,0.6125552,0.01079243,0.006373487,0.02935793,0.004497318],"domain_scores_gemma":[0.2035442,0.739522,0.01128995,0.01077371,0.02551576,0.009354372],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001754831,0.0002437754,0.003431412,0.002581402,0.0003454129,0.0001965319,0.01598542,0.00120103,0.0005178613,0.7952583,0.03520603,0.143278],"study_design_scores_gemma":[0.001765109,0.001649442,0.003306499,0.0106691,0.0005401188,0.0004458672,0.01779538,0.004285048,0.0009809933,0.805721,0.1525318,0.0003095018],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.008448797,0.03298005,0.03084353,0.8952751,0.003691851,0.0008171547,0.0002130131,0.00007072218,0.02765978],"genre_scores_gemma":[0.4362483,0.02836588,0.117098,0.3936214,0.01143497,0.00764824,0.0001889869,0.0002693196,0.005124833],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3853525,"threshold_uncertainty_score":0.4752083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3202342750032946,"score_gpt":0.3883024218095185,"score_spread":0.06806814680622392,"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."}}