{"id":"W4416972343","doi":"10.1016/j.jaad.2025.12.008","title":"Response to Zheng et al: “Advances and challenges in diagnostic strategies for HLRCC—A Letter to the Editor regarding the study by Ouchene et al on HLRCC”","year":2025,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Esophageal Cancer Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Jewish General Hospital; McGill University; Université de Montréal; McGill University Health Centre","funders":"","keywords":"Letter to the editor; MEDLINE; Alternative medicine; Evidence-based 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006459406,0.001138567,0.002513336,0.001483531,0.00314583,0.004479802,0.003306223,0.03800634,0.00673958],"category_scores_gemma":[0.04868177,0.0009508397,0.001647734,0.001400982,0.002920187,0.003694741,0.002009345,0.03472013,0.005086802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00370523,"about_ca_system_score_gemma":0.005207058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457175,"about_ca_topic_score_gemma":0.007096828,"domain_scores_codex":[0.9942205,0.001639568,0.001108998,0.0007776389,0.001492744,0.0007605426],"domain_scores_gemma":[0.9699921,0.01421766,0.003130308,0.0007238454,0.00891365,0.00302247],"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":[0.00004292906,0.0000153041,0.0004900708,0.00007571337,0.0000160958,0.0004989007,0.00005849291,0.0000289628,0.00006003895,0.0003672078,0.9947326,0.00361373],"study_design_scores_gemma":[0.000176638,0.00008262055,0.002088698,0.0008008452,0.00009622563,0.002533173,0.0007695441,0.000318998,0.0003685574,0.002472354,0.9901675,0.0001248031],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001794724,0.001957749,0.00007407856,0.9416504,0.05558257,0.000008461107,0.00005605647,0.00002474327,0.0004664248],"genre_scores_gemma":[0.001791542,0.001419793,0.0001272312,0.8939995,0.1015361,0.0000219837,0.00003590789,0.00001748029,0.001050526],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03800634,"threshold_uncertainty_score":0.03416097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802520122085151,"score_gpt":0.4026197145119428,"score_spread":0.3645945132910913,"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."}}