{"id":"W1964059003","doi":"10.1080/07474940802619071","title":"Discussion on “A Hybrid Selection and Testing Procedure with Curtailment for Comparative Clinical Trials” by Elena M. Buzaianu and Pinyuen Chen","year":2009,"lang":"en","type":"article","venue":"Sequential Analysis","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Chen; Selection (genetic algorithm); Mathematics; Parametric statistics; Sequential analysis; Statistics; Bernoulli's principle; Statistical hypothesis testing; Computer science; Econometrics; Artificial intelligence; Biology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.2243527,0.001305408,0.002301887,0.001930119,0.002101066,0.004340232,0.007847153,0.01318329,0.006271825],"category_scores_gemma":[0.2725394,0.0007516862,0.005271456,0.0021003,0.01473786,0.007841593,0.004021479,0.01162248,0.001333211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004382037,"about_ca_system_score_gemma":0.004803466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783944,"about_ca_topic_score_gemma":0.001822597,"domain_scores_codex":[0.7944407,0.1802516,0.004869074,0.006126927,0.01329129,0.001020421],"domain_scores_gemma":[0.6842873,0.2915896,0.003671325,0.008585544,0.0106335,0.001232842],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002757693,0.00006155757,0.0007304989,0.00067694,0.0003573594,0.0003876422,0.001052714,0.00527672,0.0005047492,0.8517507,0.08480392,0.05412149],"study_design_scores_gemma":[0.0003648696,0.0002660953,0.001045016,0.001125413,0.0001997399,0.000429381,0.0002597892,0.0311662,0.001107533,0.8159679,0.1478841,0.0001840535],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"commentary","genre_scores_codex":[0.002713624,0.005036936,0.5388057,0.4346314,0.006522455,0.0007993286,0.0002827531,0.0004406801,0.01076724],"genre_scores_gemma":[0.08964788,0.002141316,0.5252866,0.3534337,0.01654486,0.004625291,0.0001618345,0.0003212548,0.007837288],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7756473,"threshold_uncertainty_score":0.9565112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6773892975891347,"score_gpt":0.6170725358191327,"score_spread":0.060316761770002,"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."}}