{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008056255,0.0001612323,0.0005402271,0.0006337623,0.00009507305,0.00003065452,0.00009460653,0.00006354797,0.0001807223],"category_scores_gemma":[0.00008489429,0.0001321703,0.0001624897,0.0009676242,0.00001610436,0.000188612,0.00001711922,0.0002938778,0.00000923336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004962187,"about_ca_system_score_gemma":0.0006748002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003626914,"about_ca_topic_score_gemma":0.003938866,"domain_scores_codex":[0.9981114,0.0001921294,0.0006147859,0.000210655,0.0005826582,0.0002884041],"domain_scores_gemma":[0.9991071,0.00004058677,0.0003320885,0.0001721477,0.0002196394,0.0001284217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004511976,0.0004939547,0.8982711,0.00007041317,0.0001686011,0.0000929251,0.0007891116,0.0001913315,0.00007950233,0.00002056859,0.001465094,0.09790619],"study_design_scores_gemma":[0.004304044,0.001246778,0.9885012,0.0009260339,0.0001122426,0.000006627215,0.002449109,0.0001179435,0.00007422917,0.0002090613,0.001930253,0.00012249],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891399,0.0006941964,0.00004582571,0.007388297,0.001092724,0.0005259658,0.00001019328,0.00003558046,0.001067353],"genre_scores_gemma":[0.9985935,0.0002714881,0.00003863582,0.00007482722,0.0003221821,0.00009785158,0.00001148199,0.0000241066,0.000565907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09778371,"threshold_uncertainty_score":0.5389748,"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."}}