{"id":"W2146514939","doi":"10.1177/1740774507087972","title":"Do we need to adjudicate major clinical events?","year":2008,"lang":"en","type":"review","venue":"Clinical Trials","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":120,"is_retracted":false,"has_abstract":true,"ca_institutions":"Population Health Research Institute","funders":"","keywords":"Adjudication; Medicine; Clinical trial; Political science; Law; Internal medicine","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":[0.5003173,0.001271357,0.007245337,0.003617572,0.002816083,0.01068153,0.004911249,0.008460955,0.006653881],"category_scores_gemma":[0.7520048,0.001313123,0.004047964,0.005072381,0.01474849,0.0156338,0.003973132,0.01680023,0.005574837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00614359,"about_ca_system_score_gemma":0.02082262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169488,"about_ca_topic_score_gemma":0.002435386,"domain_scores_codex":[0.4263569,0.4614435,0.06095792,0.01333182,0.03579743,0.002112438],"domain_scores_gemma":[0.1248898,0.6453633,0.09562538,0.06014539,0.06908404,0.004892095],"domain_codex":"methods","domain_gemma":"methods","domain_candidate":"methods","domain_consensus":"methods","study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006410773,0.0003455833,0.01824142,0.03861093,0.003663086,0.0002298032,0.004730408,0.001107826,0.001202732,0.05746993,0.08209268,0.7858949],"study_design_scores_gemma":[0.006721757,0.002858951,0.03422383,0.141689,0.005690586,0.001909739,0.00467271,0.00603036,0.004848511,0.3797868,0.4106779,0.0008898916],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01372108,0.2422402,0.2052551,0.4809614,0.02716248,0.01109702,0.001714629,0.0006266296,0.01722153],"genre_scores_gemma":[0.2667837,0.09139233,0.2724191,0.2967349,0.04443227,0.02207734,0.001337582,0.0009681915,0.003854608],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4996827,"threshold_uncertainty_score":0.6161977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.949609721965297,"score_gpt":0.7577542437055319,"score_spread":0.1918554782597651,"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."}}