{"id":"W3122176437","doi":"10.2174/1874471014999210128183231","title":"Head and Neck Cancer Treatments through Chemotherapy to Magnetic Systems: Perspectives and Challenges","year":2021,"lang":"en","type":"article","venue":"Current Radiopharmaceuticals","topic":"Biological Research and Disease Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Universidade Federal do Rio de Janeiro; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Head and neck cancer; Head and neck; Medicine; Chemotherapy; Cancer; Oncology; Internal medicine; 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":[0.00006438138,0.0001772431,0.0002112384,0.0000163008,0.00009386285,0.00004044611,0.00006527144,0.0000634357,0.00004908614],"category_scores_gemma":[0.0001131538,0.0001366403,0.00004635384,0.00006343126,0.0001718827,0.000004546561,0.0001393012,0.0000782881,0.000005311083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002146693,"about_ca_system_score_gemma":0.00005268661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006783502,"about_ca_topic_score_gemma":0.000004068662,"domain_scores_codex":[0.9988089,0.0000988691,0.0001199063,0.0005273062,0.0001194794,0.0003254973],"domain_scores_gemma":[0.9993955,0.00002679186,0.00001760125,0.0001556242,0.00009594286,0.000308556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001354324,0.001618848,0.01693342,0.001304549,0.00104785,0.0000725873,0.002050122,0.00001054222,0.2619476,0.004487921,0.005334023,0.7038382],"study_design_scores_gemma":[0.004954646,0.001349595,0.07684164,0.0002427697,0.000156577,0.00004536046,0.002106148,0.00007786806,0.03325618,0.0003181775,0.8799545,0.0006965228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.4489019,0.5484406,0.00001401207,0.002041034,0.00007681008,0.0001950323,0.00004102015,0.000008118726,0.0002815273],"genre_scores_gemma":[0.5060518,0.4931947,0.00009109485,0.0002060295,0.0001847811,0.0001101635,0.000008277114,0.000008652826,0.0001444672],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.8746205,"threshold_uncertainty_score":0.557203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106707229216191,"score_gpt":0.4300011969540152,"score_spread":0.3232939677378243,"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."}}