{"id":"W2323040775","doi":"10.1097/01.cot.0000291158.77638.32","title":"Accrual to Phase III Trials in Europe Speeding Up","year":2005,"lang":"en","type":"article","venue":"Oncology Times","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accrual; Phase (matter); Business; Accounting; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.04394185,0.0001828965,0.001934772,0.0006187665,0.0001053998,0.00005301532,0.0003145793,0.0002068251,0.004417948],"category_scores_gemma":[0.01674804,0.0002271474,0.0001095502,0.0003878225,0.00004750764,0.0003883867,0.00008597902,0.0002157669,0.01508155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008502038,"about_ca_system_score_gemma":0.0002970921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000243394,"about_ca_topic_score_gemma":0.0002782939,"domain_scores_codex":[0.9926108,0.0008772614,0.005399242,0.0005564753,0.0000589375,0.0004973405],"domain_scores_gemma":[0.9948794,0.002771664,0.001723189,0.0003326788,0.00006178993,0.0002312385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002421794,0.0005471892,0.005433157,0.00005084508,0.00009574703,0.000009067968,0.006665417,0.0005589079,0.00008197391,0.0942183,0.874936,0.01716124],"study_design_scores_gemma":[0.004872774,0.000278909,0.001647601,0.00002875329,0.000006849771,0.000007505745,0.0005189863,0.001694537,0.00004455819,0.00135946,0.9892789,0.00026115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5499201,0.002043838,0.001790731,0.2340396,0.002617168,0.001803993,0.0002148802,0.0001246626,0.207445],"genre_scores_gemma":[0.8413531,0.0003965122,0.01891811,0.07565966,0.004753221,0.0003541217,0.00007491575,0.000108431,0.05838199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.291433,"threshold_uncertainty_score":0.9964921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5494583400647646,"score_gpt":0.5392212956619397,"score_spread":0.01023704440282491,"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."}}