{"id":"W4389083440","doi":"10.1002/9781118445112.stat08443","title":"Partially Adaptive Treatment Strategies","year":2023,"lang":"en","type":"other","venue":"Wiley StatsRef: Statistics Reference Online","topic":"Statistical Methods in Clinical Trials","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval; Centre hospitalier de l'Université Laval","funders":"","keywords":"Adaptive strategies; Outcome (game theory); Computer science; Order (exchange); Function (biology); Mathematical optimization; Mathematics; Business","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","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008185902,0.001243226,0.002480374,0.0003828895,0.0001223391,0.0001702842,0.0007246416,0.0009546212,0.006380189],"category_scores_gemma":[0.01692837,0.001015177,0.0002137314,0.0004393817,0.0006453263,0.00007230723,0.0002238471,0.0008708344,0.001071844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003785781,"about_ca_system_score_gemma":0.0009872424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009006496,"about_ca_topic_score_gemma":0.01402125,"domain_scores_codex":[0.9934508,0.00100628,0.001900228,0.001407099,0.001131756,0.001103882],"domain_scores_gemma":[0.9699221,0.02647607,0.001344275,0.001430538,0.0003134937,0.0005135378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001514514,0.0007510236,0.000008650098,0.0002309552,0.0006921288,0.0003048764,0.00007804159,0.000006130409,0.000004926296,0.5485498,0.3724826,0.07673944],"study_design_scores_gemma":[0.001369168,0.001375539,0.00003374421,0.001028274,0.0006709809,0.000004126285,0.0002809477,0.0004353326,0.000009415549,0.807739,0.1860401,0.001013384],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.000006117799,0.0003832754,0.7109483,0.0001142246,0.002206669,0.001988712,0.1728531,0.002965593,0.108534],"genre_scores_gemma":[0.00002806402,0.005068745,0.7765222,0.00005278002,0.001048423,0.000201322,0.0007060427,0.002186967,0.2141855],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2591892,"threshold_uncertainty_score":0.9997059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.629000070886294,"score_gpt":0.5615811766476559,"score_spread":0.067418894238638,"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."}}