{"id":"W4400942639","doi":"10.1200/jco-24-01244","title":"Reply to C.T. Matava et al","year":2024,"lang":"fr","type":"letter","venue":"Journal of Clinical Oncology","topic":"Anesthesia and Neurotoxicity Research","field":"Neuroscience","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"National Cancer Institute; American Lebanese Syrian Associated Charities","keywords":"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01415117,0.0005353805,0.003414029,0.0006385467,0.0001224748,0.0002217883,0.002231657,0.001671509,0.00139877],"category_scores_gemma":[0.03291362,0.0004103607,0.00199664,0.0007204444,0.001077137,0.0003206662,0.000699506,0.01800649,0.008070705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003051201,"about_ca_system_score_gemma":0.005656859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003614764,"about_ca_topic_score_gemma":0.000009855135,"domain_scores_codex":[0.9821724,0.007450202,0.00604094,0.001137793,0.002089574,0.001109119],"domain_scores_gemma":[0.9694654,0.02539681,0.002619393,0.0007596352,0.0005212005,0.001237594],"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":[0.001440057,0.0007951609,0.0004641225,0.0001143693,0.0001030301,0.08708645,0.00009859474,0.00001177724,0.001377635,0.0006577061,0.8883117,0.0195394],"study_design_scores_gemma":[0.001050142,0.0215747,0.001488421,0.0004963313,0.0001872038,0.01085415,0.00001645294,0.00005875694,0.0007106654,0.0007245702,0.9624936,0.000344996],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02724528,0.00036386,0.0001498795,0.9494675,0.01283668,0.0005611921,0.00002917088,0.00002661279,0.009319805],"genre_scores_gemma":[0.001977447,0.003005457,0.001246037,0.9496231,0.008238254,0.00001234788,0.000001845982,0.0001170642,0.03577845],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0762323,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2919375493337549,"score_gpt":0.5361154011062932,"score_spread":0.2441778517725383,"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."}}