{"id":"W4388799270","doi":"10.36106/ijar/3400838","title":"“STUDY OF METRONOMIC CHEMOTHERAPY IN HEAD AND NECK CANCER PATIENTS AT A TERTIARY CARE CENTRE: BARPETA DISTRICT, ASSAM”.","year":2023,"lang":"en","type":"article","venue":"INDIAN JOURNAL OF APPLIED RESEARCH","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Care Foundation","funders":"","keywords":"Medicine; Chemotherapy; Common Terminology Criteria for Adverse Events; Head and neck cancer; Cancer; Internal medicine; Toxicity; Adverse effect; Oncology; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.0005646433,0.0001162787,0.0004718962,0.0006561989,0.00009849552,0.00001180835,0.0001318776,0.00005876308,0.00005455091],"category_scores_gemma":[0.00004422246,0.00008937602,0.00005227747,0.0007136905,0.00009929499,0.00003694586,0.0001153812,0.0004857852,0.00000787004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739162,"about_ca_system_score_gemma":0.0002466258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000203584,"about_ca_topic_score_gemma":0.0007273317,"domain_scores_codex":[0.9982404,0.00007186028,0.0004453446,0.0001907293,0.0006504806,0.0004011472],"domain_scores_gemma":[0.9991714,0.0001352994,0.0001195872,0.0001469257,0.000226314,0.0002004904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001057447,0.0004401532,0.9396978,0.000162619,0.0001629197,0.0001881526,0.02670271,0.00000711826,0.0006545233,0.000001480542,0.002281256,0.0286438],"study_design_scores_gemma":[0.008667174,0.0009755308,0.9738823,0.0002456649,0.00001882494,0.000005364143,0.01355599,0.000004229246,0.001704828,0.000009718809,0.0008566065,0.00007378666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971612,0.000835069,6.153187e-8,0.0007279775,0.00006933027,0.00056494,0.00001717363,0.000004885392,0.000619352],"genre_scores_gemma":[0.9987336,0.0009827212,0.00001691824,0.00004041003,0.0001074318,0.00002187449,0.000004717694,0.00002146318,0.00007089977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03418446,"threshold_uncertainty_score":0.3644648,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03831972749996602,"score_gpt":0.3688541155262099,"score_spread":0.3305343880262439,"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."}}