{"id":"W4378767761","doi":"10.1186/s12903-023-03062-3","title":"Oral cancer screening knowledge and practices among dental professionals at the University of Toronto","year":2023,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Sunnybrook Hospital; Health Sciences Centre; Sunnybrook Health Science Centre; Humber River Regional Hospital; University of Toronto; Toronto East General Hospital; University of Ottawa","funders":"","keywords":"Medicine; Family medicine; Cancer; Oral and maxillofacial surgery; Tongue; Dentistry; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004347958,0.00006938681,0.0002375685,0.0000146098,0.0003411763,0.000002450953,0.00004360629,0.00003153735,0.0001853615],"category_scores_gemma":[0.00004172997,0.0000467091,0.00003168387,0.0001004952,0.0001110934,0.000101954,0.0001496041,0.00007974105,0.00001041902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001925333,"about_ca_system_score_gemma":0.0003253797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03334133,"about_ca_topic_score_gemma":0.5774632,"domain_scores_codex":[0.9992861,0.0001170526,0.000112556,0.0001487983,0.0001386411,0.0001968564],"domain_scores_gemma":[0.9994511,0.0001339631,0.0001609091,0.00009769759,0.00004693358,0.0001094131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002751497,0.00004328008,0.9378211,0.0003993245,0.00003097617,0.000003527777,0.002386745,6.305366e-7,0.00003463391,0.00002278434,0.04640751,0.01257428],"study_design_scores_gemma":[0.0007735186,0.0001808454,0.9634998,0.0003871056,0.0000275427,0.000002834862,0.008127754,0.0002605283,0.00003259793,0.000001768262,0.02665819,0.00004752842],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9829515,0.01392003,0.000005865514,0.001743884,0.0001494026,0.0003282581,0.00001979704,0.00003602977,0.0008451833],"genre_scores_gemma":[0.9876547,0.003540478,0.0002804252,0.0002228811,0.00008616798,0.000004494964,0.000009901144,0.000008617862,0.008192377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5441218,"threshold_uncertainty_score":0.9730957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1355944149323528,"score_gpt":0.4550245091455957,"score_spread":0.3194300942132429,"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."}}