{"id":"W2002247161","doi":"10.1111/jop.12090","title":"Influence of fluorescence on screening decisions for oral mucosal lesions in community dental practices","year":2013,"lang":"en","type":"article","venue":"Journal of Oral Pathology and Medicine","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; BC Cancer Agency; University of British Columbia","funders":"National Institute of Dental and Craniofacial Research; National Institutes of Health","keywords":"Medicine; Lesion; Oral mucosa; Head and neck; Risk assessment; Decision aids; Protocol (science); Pathology; Surgery; Internal medicine; Dermatology; Alternative 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":[0.0011597,0.00008017358,0.0002917196,0.0001834433,0.0001246533,0.000005676992,0.000145692,0.00009993825,0.00003140621],"category_scores_gemma":[0.00355786,0.00005727328,0.00003302866,0.0001345751,0.000213178,0.0002882066,0.000040314,0.0004509662,0.00000353969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001809852,"about_ca_system_score_gemma":0.00004211593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004085554,"about_ca_topic_score_gemma":0.0007913713,"domain_scores_codex":[0.9987842,0.0002754443,0.0005287126,0.00007392787,0.000190877,0.0001468694],"domain_scores_gemma":[0.9980553,0.0007825335,0.0006767678,0.0001073659,0.0002530303,0.0001249497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002017389,0.0007253354,0.7817135,0.0002074956,0.00003020062,0.000623096,0.001313808,0.0002236698,0.03002724,0.0008409316,0.004218042,0.1780593],"study_design_scores_gemma":[0.002177663,0.001690743,0.9900721,0.0005326372,0.00003520029,0.001272613,0.002583474,0.0001416374,0.0004055457,0.0008816767,0.0001569182,0.00004976795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980997,0.0003116779,0.0007432012,0.0003650311,0.0002356748,0.0001751139,0.000006332825,0.000003447201,0.00005984898],"genre_scores_gemma":[0.9970745,0.0001618685,0.002199377,0.0004719554,0.00004452983,0.000004200162,0.000007113938,0.000005212397,0.00003122388],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2083586,"threshold_uncertainty_score":0.4259348,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08453047958658041,"score_gpt":0.4194327747117863,"score_spread":0.3349022951252059,"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."}}