{"id":"W4232272274","doi":"10.1067/mge.2001.116257","title":"Response","year":2001,"lang":"en","type":"article","venue":"Gastrointestinal Endoscopy","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hôpital Saint-Luc","funders":"","keywords":"Medicine; Esophageal cancer; Disease; Modality (human–computer interaction); Cancer; Radiology; Quality of life (healthcare); General surgery; Surgery; Internal medicine; Oncology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002705313,0.0001209148,0.0001590336,0.0000944003,0.00005942953,0.00001576006,0.00006393278,0.00001328821,0.0009292429],"category_scores_gemma":[0.0006034024,0.00009766412,0.00007664088,0.0001836255,0.00007585564,0.00004725235,0.00002960457,0.0001581298,0.0005906409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001456958,"about_ca_system_score_gemma":0.0001876922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000542503,"about_ca_topic_score_gemma":0.000004850312,"domain_scores_codex":[0.9988919,0.00008062639,0.0001345826,0.0002114072,0.0002887677,0.0003926941],"domain_scores_gemma":[0.9991201,0.0001914573,0.0000277686,0.0002453421,0.00007935518,0.0003360238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06021946,0.000536895,0.8074473,0.00003663051,0.00004479582,0.0171711,0.00005185964,0.000007062678,0.1034612,0.0002542194,0.006183135,0.00458642],"study_design_scores_gemma":[0.00990272,0.0140542,0.8248198,0.0005986628,0.00007852942,0.127764,0.0001367406,0.0001669207,0.009982125,0.0004134992,0.01185286,0.0002298725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971276,0.0007861268,0.004432531,0.00714051,0.00005442847,0.0004531202,0.00000907488,0.0002283739,0.01561983],"genre_scores_gemma":[0.9409547,0.00002102898,0.05341458,0.000464934,0.0001097236,0.00003771272,0.00001095046,0.0000204812,0.00496592],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1105929,"threshold_uncertainty_score":0.999984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0281769500697035,"score_gpt":0.3325891886076226,"score_spread":0.3044122385379191,"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."}}