{"id":"W1997043452","doi":"10.1200/jco.2014.59.7559","title":"Reply to E.A. Rakha et al","year":2015,"lang":"fr","type":"letter","venue":"Journal of Clinical Oncology","topic":"HER2/EGFR in Cancer Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre; Ontario Institute for Cancer Research","funders":"National Cancer Institute","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":["metaresearch","research_integrity","insufficient_payload"],"category_scores_codex":[0.0557453,0.0006029106,0.006506801,0.0006726534,0.0000642287,0.00005939585,0.001568823,0.003255361,0.004971991],"category_scores_gemma":[0.09269742,0.0004671006,0.00187229,0.0005640668,0.001028252,0.0001886739,0.0006247858,0.02401138,0.004673751],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003024483,"about_ca_system_score_gemma":0.0422316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002989659,"about_ca_topic_score_gemma":0.00008604668,"domain_scores_codex":[0.9771824,0.007375939,0.009348145,0.0008796952,0.003608469,0.001605349],"domain_scores_gemma":[0.9662656,0.01928241,0.004846494,0.001222764,0.004589847,0.003792935],"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":[0.004832674,0.001144054,0.004736393,0.0001598928,0.0008920166,0.02780129,0.0001992957,0.00002601703,0.00002638113,0.00005677613,0.7891362,0.170989],"study_design_scores_gemma":[0.008494383,0.05151159,0.005559856,0.001794342,0.0006564015,0.003339626,0.0001043629,0.00003108237,0.00001109739,0.0004488102,0.9276825,0.0003659774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003414262,0.00480892,0.000272781,0.907934,0.03907268,0.0007144833,0.00004320123,0.00001638145,0.04372334],"genre_scores_gemma":[0.0006915709,0.004918677,0.008552977,0.8932666,0.06201481,0.00001781265,0.00001735833,0.0001452506,0.03037494],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.170623,"threshold_uncertainty_score":0.9997781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4547363669323985,"score_gpt":0.6349800255671316,"score_spread":0.1802436586347331,"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."}}