{"id":"W4247619157","doi":"10.1158/1538-7445.am2019-4223","title":"Abstract 4223: Conducting community oral cancer screening among South Asians in British Columbia","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Spinal Cord Injury BC; University of British Columbia","funders":"","keywords":"Medicine; Cancer; Areca; Stage (stratigraphy); Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001048631,0.0004721039,0.000333786,0.0009576912,0.003825039,0.001067137,0.001276209,0.0005294941,0.005971124],"category_scores_gemma":[0.0017747,0.0005181545,0.0003131716,0.001124582,0.0006469036,0.0003146038,0.001512542,0.0006641647,0.00167455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006706347,"about_ca_system_score_gemma":0.01522023,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8408954,"about_ca_topic_score_gemma":0.9058912,"domain_scores_codex":[0.9993795,0.0001199236,0.00004573049,0.0001022611,0.0001523947,0.0002001808],"domain_scores_gemma":[0.9978335,0.0001548103,0.0001490933,0.00006804177,0.001010574,0.0007839209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002949249,0.00114191,0.9262225,0.0004769182,0.00003877475,0.00186009,0.0173555,0.00008997731,0.004471209,0.00008146381,0.006052699,0.04191406],"study_design_scores_gemma":[0.00004142158,0.0005574779,0.9568198,0.0002590469,0.00004101767,0.0004254049,0.03479432,0.0003581705,0.0006862093,0.0000643582,0.005919741,0.00003305778],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889192,0.0003064655,0.0002626696,0.0005755494,0.00001867005,0.001454916,0.001306288,0.00005003803,0.007106215],"genre_scores_gemma":[0.9872758,0.0006542006,0.002085051,0.001045795,0.0000112867,0.0009576576,0.0008141324,0.00002145597,0.007134542],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1591046,"threshold_uncertainty_score":0.3200831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2746394019692752,"score_gpt":0.4803943035656891,"score_spread":0.2057549015964139,"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."}}