{"id":"W2120686466","doi":"10.1158/1940-6207.capr-09-0062","title":"Autofluorescence-Guided Surveillance for Oral Cancer","year":2009,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Medicine; Autofluorescence; Head and neck cancer; Cancer; 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":[0.000429591,0.0001893567,0.0002460761,0.0004658168,0.0001487875,0.0002058309,0.0001628364,0.0002196788,0.0003374208],"category_scores_gemma":[0.001389093,0.0001730052,0.0001794597,0.0002047286,0.0001610071,0.0001947041,0.0001738159,0.000202837,0.0001106947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495943,"about_ca_system_score_gemma":0.0001807078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001342724,"about_ca_topic_score_gemma":0.002973018,"domain_scores_codex":[0.9997851,0.00007030918,0.00001608576,0.0000411164,0.00006425425,0.00002307737],"domain_scores_gemma":[0.9994953,0.0001943737,0.0001488603,0.0000441309,0.00006606171,0.00005141869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001649576,0.0002139358,0.760322,0.0001277138,0.00007499604,0.0006440395,0.000140653,0.0004810417,0.03256695,0.00002730654,0.0003188275,0.2034329],"study_design_scores_gemma":[0.0000872273,0.004051144,0.9572029,0.00004078386,0.000191818,0.008863787,0.0001238186,0.005362975,0.0219039,0.00006089169,0.002089179,0.00002167275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965431,0.002206618,0.0007505383,0.00002777945,0.000005825811,0.00001634762,0.0000284206,0.00002969109,0.0003917286],"genre_scores_gemma":[0.9981603,0.0004872605,0.001162509,0.00002605665,0.0000114688,0.000006504359,0.0000454713,0.00000211278,0.00009835279],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001342724,"threshold_uncertainty_score":0.002669811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2602446588543986,"score_gpt":0.5582299605463377,"score_spread":0.2979853016919391,"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."}}