{"id":"W4417175194","doi":"10.1016/j.bjoms.2025.09.159","title":"Efficacy and safety of novel neoadjuvant chemotherapy regimen in patients with head and neck cancer in a resource constraint set-up","year":2025,"lang":"en","type":"article","venue":"British Journal of Oral and Maxillofacial Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Cancer Research","funders":"","keywords":"Head and neck cancer; Regimen; Chemotherapy; Constraint (computer-aided design); Resource constraints; Resource (disambiguation); Clinical trial","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":[0.0009820379,0.0001966884,0.0007651844,0.0001691969,0.000346532,0.0008717684,0.0003206267,0.0004953697,0.00246579],"category_scores_gemma":[0.002058941,0.0001709538,0.000717217,0.000433586,0.0005735283,0.0006856116,0.0004428825,0.001004071,0.0001752506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001452886,"about_ca_system_score_gemma":0.001586132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004190502,"about_ca_topic_score_gemma":0.007745888,"domain_scores_codex":[0.9993877,0.0003015234,0.00005538852,0.00006487083,0.00005937109,0.0001311288],"domain_scores_gemma":[0.9991105,0.0003452967,0.0002431255,0.00005051973,0.0000649292,0.0001855999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.4275415,0.01970394,0.3600655,0.001972394,0.002673892,0.001548934,0.0014714,0.01090704,0.009202717,0.001468658,0.003242,0.160202],"study_design_scores_gemma":[0.02292793,0.2834857,0.6638552,0.0006465968,0.003233586,0.001353282,0.003625693,0.004988183,0.003128134,0.00111392,0.01149148,0.0001502644],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997426,0.001357956,0.00004199718,0.0003174093,0.00002029213,0.00005657474,0.0001939601,0.000001112207,0.0005847634],"genre_scores_gemma":[0.9977093,0.0009258792,0.0001424255,0.0002319079,0.00003350958,0.0001238572,0.0004307802,0.000001762561,0.0004005634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004190502,"threshold_uncertainty_score":0.0105415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01728434244619609,"score_gpt":0.2745907868495771,"score_spread":0.257306444403381,"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."}}