{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006792598,0.0002053432,0.0002631344,0.0008659121,0.000756289,0.001182908,0.0005448771,0.0008198469,0.002689351],"category_scores_gemma":[0.07829497,0.0003580356,0.0003714122,0.0006952907,0.000656158,0.0005077106,0.001046409,0.0007657399,0.0002800504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00154906,"about_ca_system_score_gemma":0.002020037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02278317,"about_ca_topic_score_gemma":0.01968961,"domain_scores_codex":[0.9914998,0.004374581,0.000588749,0.0007455043,0.002129819,0.0006615614],"domain_scores_gemma":[0.9485978,0.03459047,0.01051683,0.001041963,0.002854831,0.002398014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002851138,0.000146385,0.9835443,0.00003786321,0.00003125552,0.0002109226,0.001080331,0.0001533567,0.0001186306,0.00002757974,0.0002419519,0.01412226],"study_design_scores_gemma":[0.00002596078,0.0007075729,0.9933147,0.0001035291,0.00005572143,0.000523729,0.00266676,0.001762164,0.0001797372,0.00009673081,0.0005452185,0.00001817416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998013,0.0003373369,0.00008411206,0.000409975,0.000007015146,0.00002894009,0.00004877722,0.000004910981,0.001065831],"genre_scores_gemma":[0.9995605,0.0001065072,0.000185303,0.00004918898,0.000006040861,0.000008213777,0.00001929204,0.000001353379,0.00006351472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02278317,"threshold_uncertainty_score":0.04530108,"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."}}