{"id":"W4390399122","doi":"10.31557/apjcp.2023.24.12.4127","title":"Public Awareness on Oral Cancer: A Population- Based Study in Asturias","year":2023,"lang":"en","type":"article","venue":"Asian Pacific Journal of Cancer Prevention","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"Universidad de Oviedo","keywords":"Medicine; Logistic regression; Population; Test (biology); Family medicine; Cancer; Oral Cancers; Environmental health; Internal 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":[0.0007520817,0.0003304849,0.0004784678,0.001770993,0.001007331,0.0008406787,0.0003520576,0.0007260816,0.002865793],"category_scores_gemma":[0.001329598,0.0004770956,0.0005837418,0.001652958,0.0007903452,0.0006050876,0.0007141107,0.0005985526,0.0003629105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009581745,"about_ca_system_score_gemma":0.0009951845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02358833,"about_ca_topic_score_gemma":0.02183094,"domain_scores_codex":[0.9995021,0.00008893349,0.00004685303,0.00007187562,0.0001417054,0.0001486204],"domain_scores_gemma":[0.9991958,0.0001587239,0.0003154189,0.00003445108,0.0001104866,0.0001850777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008470652,0.0004073771,0.9887636,0.0001499032,0.00003483793,0.000761706,0.005794782,0.00002930521,0.0006703368,0.00003410518,0.0002383443,0.003030961],"study_design_scores_gemma":[0.000005543098,0.0002653778,0.9953586,0.00001694405,0.00001437096,0.0003711184,0.003662397,0.00004089788,0.00002945365,0.000008575907,0.0002209626,0.000005647641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994015,0.00007706493,0.00002451737,0.00004634113,0.000004265057,0.00001356385,0.00009573248,0.000002523993,0.0003345151],"genre_scores_gemma":[0.9995071,0.0001128514,0.00003515723,0.00003713914,0.000007639546,0.00001354467,0.00007653843,9.879084e-7,0.0002091306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02358833,"threshold_uncertainty_score":0.04690206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08057732841932283,"score_gpt":0.3902300077210777,"score_spread":0.3096526793017549,"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."}}