{"id":"W4413110384","doi":"10.1002/hed.70015","title":"Fuel for Recovery: Predicting G‐Tube Dependence in <scp>HPV</scp> ‐Negative Operable <scp>HNSCC</scp>","year":2025,"lang":"en","type":"article","venue":"Head & Neck","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Jewish General Hospital; McGill University","funders":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001341559,0.0008720966,0.0004351205,0.0008623753,0.0002518998,0.0009125894,0.0005235403,0.0005056204,0.001625219],"category_scores_gemma":[0.004433976,0.0002171515,0.001010317,0.0003735614,0.0001743511,0.0003681924,0.0006079566,0.0006326154,0.0004545799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007179477,"about_ca_system_score_gemma":0.0009012762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01143822,"about_ca_topic_score_gemma":0.01072601,"domain_scores_codex":[0.9997364,0.0001165182,0.00001611525,0.00006359936,0.00003180737,0.00003559926],"domain_scores_gemma":[0.9990044,0.0005469794,0.0001990837,0.00004096243,0.0001186899,0.00008977402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006316971,0.0002713143,0.9330881,0.00006359721,0.0002806517,0.0001388226,0.00008042968,0.03185948,0.0004186856,0.0001512288,0.001005275,0.03201074],"study_design_scores_gemma":[0.00007159381,0.001193719,0.3938817,0.0001343175,0.0004231601,0.0005166639,0.0003691623,0.5997619,0.001080526,0.001175513,0.001352656,0.00003908471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913442,0.0003976749,0.006214761,0.0003637404,0.00002517146,0.00005671524,0.0007820828,0.000105169,0.0007104299],"genre_scores_gemma":[0.9967647,0.00007580496,0.002161527,0.00003170439,0.000007325926,0.00002354913,0.0006383099,0.000009356929,0.000287717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01143822,"threshold_uncertainty_score":0.02274328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03626009929511097,"score_gpt":0.3435276316167088,"score_spread":0.3072675323215978,"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."}}