{"id":"W3092547724","doi":"10.1093/jnci/djaa156","title":"Revisiting Barriers to Clinical Trials Accrual","year":2020,"lang":"en","type":"letter","venue":"JNCI Journal of the National Cancer Institute","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Accrual; Medicine; Clinical trial; Intensive care medicine; Internal medicine; Business; Accounting","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":[0.3185824,0.001095036,0.004403431,0.003653391,0.01414689,0.02851477,0.0114751,0.1600096,0.01248992],"category_scores_gemma":[0.6544586,0.003583572,0.003924195,0.003748128,0.0297602,0.02171596,0.01744457,0.1366137,0.005544995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01995649,"about_ca_system_score_gemma":0.1055034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337942,"about_ca_topic_score_gemma":0.03238426,"domain_scores_codex":[0.6691241,0.198312,0.03897151,0.01503713,0.0599454,0.01860988],"domain_scores_gemma":[0.2238442,0.6313383,0.02610824,0.02097853,0.04603753,0.05169336],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001810823,0.0001140659,0.002733314,0.0003745017,0.0001304051,0.001476865,0.002218108,0.0002572335,0.0002567115,0.06068464,0.9076506,0.02392241],"study_design_scores_gemma":[0.0006219781,0.0001868272,0.002277846,0.002654234,0.0001486868,0.001231904,0.002091149,0.001487325,0.0003630244,0.1029512,0.8858064,0.000179535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002245683,0.0004944552,0.0003707603,0.9929575,0.00397875,0.00003429887,0.00001228423,0.00001597125,0.001911476],"genre_scores_gemma":[0.00366807,0.0003413784,0.0008835542,0.9844366,0.008814835,0.000162929,0.00001482868,0.00003168949,0.00164613],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6814176,"threshold_uncertainty_score":0.8403091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8241349793144104,"score_gpt":0.6887442515398989,"score_spread":0.1353907277745114,"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."}}