{"id":"W4391429849","doi":"10.21203/rs.3.rs-3822661/v1","title":"Patient and Public Perceptions in Canada about Decentralized and Hybrid Clinical Trials: “It’s about time we bring trials to people”","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Robarts Clinical Trials","funders":"Queen's University","keywords":"Clinical trial; Perception; Public relations; Public administration; Political science; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.01813493,0.0002031041,0.0005456991,0.001056419,0.01249105,0.007571822,0.001400285,0.001741074,0.006427713],"category_scores_gemma":[0.04172188,0.0003797251,0.0005958661,0.002871253,0.01148386,0.002133631,0.002875544,0.003668753,0.0002140726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07046355,"about_ca_system_score_gemma":0.1464749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9366295,"about_ca_topic_score_gemma":0.9489869,"domain_scores_codex":[0.9742424,0.01201255,0.001075057,0.001219102,0.006732575,0.004718286],"domain_scores_gemma":[0.924957,0.02968644,0.01008404,0.001377818,0.01342629,0.02046839],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001650111,0.0004537271,0.3189114,0.002079518,0.000375309,0.002292354,0.4495189,0.0008402891,0.002444192,0.01751679,0.05454589,0.1493715],"study_design_scores_gemma":[0.000274513,0.0006450905,0.3218188,0.002882317,0.0002354077,0.0008615562,0.5411931,0.0006514944,0.0006631133,0.004869522,0.125485,0.0004200423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8087561,0.009184617,0.001207719,0.1385242,0.0002427475,0.0001990704,0.0009866024,0.00005355056,0.04084538],"genre_scores_gemma":[0.9868335,0.001897492,0.0003172334,0.009784252,0.00005504657,0.0000317443,0.00007707206,0.00001162301,0.0009918817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.981865,"threshold_uncertainty_score":0.5112512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6785013636855828,"score_gpt":0.5856925062537803,"score_spread":0.09280885743180245,"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."}}