{"id":"W1605206997","doi":"10.5539/gjhs.v8n1p189","title":"Epidemiology and Trend of Head and Neck Cancers in Iran","year":2015,"lang":"en","type":"article","venue":"Global Journal of Health Science","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epidemiology; Head and neck; Medicine; Head (geology); Demography; Surgery; Internal medicine; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002621684,0.00005670682,0.0005237631,0.00009312445,0.00004742357,0.000001827011,0.00006405904,0.00002093286,0.000001012253],"category_scores_gemma":[0.0004008689,0.00003960654,0.00001663495,0.0003684893,0.0005597575,0.000094253,0.00003290964,0.00009976596,1.490525e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465651,"about_ca_system_score_gemma":0.001296369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001368047,"about_ca_topic_score_gemma":0.0007981015,"domain_scores_codex":[0.9988518,0.00004609764,0.0005018779,0.0001142278,0.0002091945,0.0002768151],"domain_scores_gemma":[0.9991684,0.00003915522,0.000262568,0.00005894985,0.00008359065,0.000387363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001375306,0.00001695487,0.9708211,0.00005303692,0.000003668284,0.00001066091,0.0003868858,0.000009609295,0.00002261447,0.0001740433,0.0007623364,0.02760158],"study_design_scores_gemma":[0.001552751,0.001603344,0.9938227,0.0003486447,0.000004693245,0.0006388965,0.0005867106,0.00006419839,0.00001010769,0.0004818522,0.000856019,0.00003011123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9634075,0.02772164,0.00001240817,0.007905438,0.0002088993,0.00005836094,0.000003065066,0.000001475508,0.0006811963],"genre_scores_gemma":[0.9950706,0.002183786,0.001491616,0.001212373,0.00003598291,3.461055e-7,6.22509e-8,0.000001097943,0.00000415597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03166306,"threshold_uncertainty_score":0.2299703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.137736457169967,"score_gpt":0.451982245479925,"score_spread":0.314245788309958,"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."}}