{"id":"W4414859634","doi":"10.1164/rccm.202508-1841le","title":"Reply to Moor et al. and Egashira et al.","year":2025,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.006916449,0.001340227,0.002066666,0.001391321,0.002708581,0.004031837,0.003900851,0.04587064,0.009166889],"category_scores_gemma":[0.0495987,0.0009972673,0.001722655,0.001202739,0.003360893,0.005829022,0.002736117,0.04484802,0.01129788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002907105,"about_ca_system_score_gemma":0.003817753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003569008,"about_ca_topic_score_gemma":0.004082467,"domain_scores_codex":[0.9954293,0.001238163,0.0007632682,0.0006537008,0.001417498,0.0004981068],"domain_scores_gemma":[0.9791833,0.009893006,0.001439497,0.0006857016,0.006727183,0.002071447],"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":[0.00005456137,0.00001298037,0.0001952028,0.00008369784,0.00001486981,0.0002496469,0.00005301556,0.00001991191,0.00005324041,0.0003187566,0.9964413,0.002502862],"study_design_scores_gemma":[0.0001652658,0.00007657596,0.001389391,0.0004443655,0.00008441031,0.002116909,0.0005598532,0.0002147421,0.0004622241,0.0036126,0.9907457,0.0001279189],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001583643,0.00221674,0.00008538493,0.9245893,0.07231405,0.00001254017,0.0001013873,0.00004190565,0.0004803846],"genre_scores_gemma":[0.00136623,0.001758662,0.0001431174,0.9251404,0.06945281,0.00003656013,0.00006440836,0.00002525876,0.002012513],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04587064,"threshold_uncertainty_score":0.03657812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348689467638338,"score_gpt":0.3973487472486542,"score_spread":0.3738618525722708,"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."}}