{"id":"W2945679037","doi":"10.1016/j.clon.2019.05.003","title":"Generalisability of Common Oncology Clinical Trial Eligibility Criteria in the Real World","year":2019,"lang":"en","type":"article","venue":"Clinical Oncology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Clinical Oncology; Clinical trial; Medical physics; Real world evidence; Oncology; Internal medicine; Intensive care medicine; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["metaresearch","insufficient_payload"],"category_scores_codex":[0.1808846,0.0002292284,0.004133132,0.0002052905,0.00006836616,0.00002306371,0.0009707251,0.000924031,0.00143601],"category_scores_gemma":[0.02371651,0.0002156095,0.0006512739,0.0003455892,0.0008223053,0.0002044259,0.0001999446,0.001174897,0.001673796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008727423,"about_ca_system_score_gemma":0.001032625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003249926,"about_ca_topic_score_gemma":0.009885104,"domain_scores_codex":[0.9654747,0.01295035,0.01968418,0.001177729,0.0001375147,0.0005754967],"domain_scores_gemma":[0.9483857,0.04338934,0.006063868,0.001790382,0.0001134053,0.0002573545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004363776,0.003791731,0.9180604,0.0001020005,0.00006059215,0.000003370379,0.0005340326,0.00001289397,5.813748e-7,0.04747516,0.02283569,0.002759838],"study_design_scores_gemma":[0.02358714,0.004065867,0.7100154,0.00001798182,0.00001576856,0.000001820019,0.0003884282,0.000892754,4.092186e-7,0.03254926,0.2282446,0.0002206335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.90894,0.0001709551,0.00002655705,0.04378896,0.006136213,0.00211281,0.00009711451,0.00002529584,0.03870207],"genre_scores_gemma":[0.9710886,0.0002868258,0.001546831,0.02464733,0.001865525,0.0001386344,0.00003982392,0.00002167402,0.0003647005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.208045,"threshold_uncertainty_score":0.9994768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7806152771485203,"score_gpt":0.6704869225291595,"score_spread":0.1101283546193608,"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."}}