{"id":"W2119063943","doi":"10.1259/bjr.20130653","title":"Is pre-trial quality assurance necessary? Experiences of the CONVERT Phase III randomized trial for good performance status patients with limited-stage small-cell lung cancer","year":2014,"lang":"en","type":"article","venue":"British Journal of Radiology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"CancerCare Manitoba","funders":"Cancer Research UK; National Cancer Research Institute","keywords":"Medicine; Quality assurance; Context (archaeology); Protocol (science); Medical physics; Clinical trial; Randomized controlled trial; Radiation treatment planning; Radiation therapy; Randomization; Stage (stratigraphy); Physical therapy; Surgery; Alternative medicine; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"category_scores_codex":[0.2073424,0.0003270797,0.001204369,0.0003987618,0.001565321,0.003320919,0.001130118,0.001710684,0.003103998],"category_scores_gemma":[0.36051,0.0004282507,0.001123838,0.001173337,0.002091975,0.001770558,0.002311069,0.001891902,0.0004425811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004328982,"about_ca_system_score_gemma":0.01098237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003321869,"about_ca_topic_score_gemma":0.007843019,"domain_scores_codex":[0.7443275,0.2301573,0.00837479,0.002806528,0.01047805,0.003855882],"domain_scores_gemma":[0.7009684,0.1821009,0.06854828,0.01785876,0.02124111,0.009282554],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1120327,0.00671836,0.19559,0.006589369,0.002632222,0.0006875487,0.03253584,0.007548985,0.002291556,0.003271629,0.02881015,0.6012917],"study_design_scores_gemma":[0.06471251,0.1818167,0.5064374,0.008352626,0.002412638,0.002346134,0.02945535,0.01074881,0.007359433,0.01022274,0.1753978,0.0007378784],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942898,0.009597807,0.007117383,0.01842119,0.000553373,0.00807267,0.0007084924,0.0001540305,0.01247712],"genre_scores_gemma":[0.9834303,0.001045438,0.006728993,0.003893505,0.0003248197,0.003310251,0.0003292126,0.00005284998,0.0008846255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7926576,"threshold_uncertainty_score":0.9774879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125818799899707,"score_gpt":0.3474697581507722,"score_spread":0.3262115701517752,"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."}}