{"id":"W2105607885","doi":"10.1111/cdoe.12093","title":"Decision making on detection and triage of oral mucosa lesions in community dental practices: screening decisions and referral","year":2014,"lang":"en","type":"article","venue":"Community Dentistry And Oral Epidemiology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Vancouver Hospital and Health Sciences Centre; BC Cancer Agency; University of British Columbia","funders":"National Institute of Dental and Craniofacial Research","keywords":"Medicine; Referral; Triage; Risk assessment; Cancer; Oral medicine; Intervention (counseling); Medical history; Internal medicine; Emergency medicine; Dentistry; Family 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":[0.009229449,0.0003209741,0.000454969,0.001450107,0.003664641,0.003153567,0.001216443,0.002344817,0.00585269],"category_scores_gemma":[0.03954918,0.0006553415,0.000392101,0.000855425,0.001446111,0.001470075,0.002825462,0.001901436,0.0008255226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002983568,"about_ca_system_score_gemma":0.00665825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518717,"about_ca_topic_score_gemma":0.01671791,"domain_scores_codex":[0.9919252,0.005172804,0.0006193545,0.0003867038,0.0008030989,0.001092816],"domain_scores_gemma":[0.9796925,0.01035144,0.004021872,0.000311967,0.002039343,0.003582887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008589749,0.001566113,0.766475,0.0006210321,0.0001030323,0.006861565,0.03440347,0.001012771,0.001199982,0.0007074109,0.01541131,0.1707792],"study_design_scores_gemma":[0.0007118773,0.003548925,0.6209499,0.005418847,0.0002675598,0.01341589,0.2973543,0.0168284,0.0017223,0.01015725,0.02921752,0.0004071436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649149,0.002240055,0.001030926,0.02347663,0.000130887,0.0005162219,0.00009810955,0.00004822827,0.007544107],"genre_scores_gemma":[0.9931809,0.001276599,0.003481369,0.001488668,0.0001135196,0.00008238893,0.00004433729,0.000006688455,0.0003254949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518717,"threshold_uncertainty_score":0.0488106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.265333494434129,"score_gpt":0.4747256140912823,"score_spread":0.2093921196571534,"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."}}