{"id":"W3202264037","doi":"10.3390/curroncol28050337","title":"The Rethinking Clinical Trials (REaCT) Program. A Canadian-Led Pragmatic Trials Program: Strategies for Integrating Knowledge Users into Trial Design","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Clinical trial; Family medicine; Pandemic; Coronavirus disease 2019 (COVID-19); Social media; Pathology; World Wide Web","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["metaresearch"],"category_scores_codex":[0.7889406,0.002460608,0.004545857,0.01953079,0.005341244,0.009715007,0.008183272,0.003236446,0.007092888],"category_scores_gemma":[0.7805534,0.003356318,0.003728464,0.02067168,0.006326595,0.008692636,0.02015543,0.006475692,0.002163342],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03881562,"about_ca_system_score_gemma":0.2372027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08950388,"about_ca_topic_score_gemma":0.2032464,"domain_scores_codex":[0.2579255,0.6342093,0.05600466,0.007564659,0.04071584,0.003580037],"domain_scores_gemma":[0.09287819,0.6809332,0.06387766,0.05827658,0.09049327,0.01354105],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001592327,0.0004151691,0.005632564,0.04032856,0.001282551,0.0002911072,0.01664213,0.001079153,0.001026584,0.005422141,0.1012642,0.8250234],"study_design_scores_gemma":[0.01199789,0.002780265,0.04598072,0.0819848,0.005134711,0.0007261403,0.009523842,0.007153678,0.00304646,0.0274755,0.8030229,0.001173107],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"review","genre_scores_codex":[0.0291797,0.1085329,0.1813923,0.1504099,0.005059743,0.4743234,0.008683713,0.008154688,0.03426368],"genre_scores_gemma":[0.07870354,0.0210597,0.5887567,0.02643355,0.001276142,0.2753196,0.003020235,0.001078351,0.00435225],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9611844,"threshold_uncertainty_score":0.2816283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9404812314181177,"score_gpt":0.7800231620812438,"score_spread":0.1604580693368739,"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."}}