{"id":"W3132842412","doi":"10.1016/j.identj.2020.12.020","title":"Intraoral Photography Recommendations for Remote Risk Assessment and Monitoring of Oral Mucosal Lesions","year":2021,"lang":"en","type":"editorial","venue":"International Dental Journal","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Medicine; Referral; Triage; Oral health; Medical emergency; Dentistry; Nursing","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006336357,0.0002883554,0.0004557355,0.0003435896,0.0004069195,0.0001741687,0.0003244496,0.0005009884,0.0002460147],"category_scores_gemma":[0.0002901858,0.00028031,0.0003766446,0.0001038937,0.0001028633,0.0002365757,0.0001623544,0.001413962,0.000008468039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004155946,"about_ca_system_score_gemma":0.000400062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000234826,"about_ca_topic_score_gemma":0.0001960926,"domain_scores_codex":[0.9974961,0.0002353763,0.0008547976,0.000373778,0.0007411491,0.0002987706],"domain_scores_gemma":[0.9972613,0.000674849,0.0009332745,0.0001701084,0.0007684148,0.0001920801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003575046,0.0006069898,0.1207598,0.0001193536,0.001533722,0.0006275391,0.0001116573,0.000007150411,0.0001300607,0.0001461977,0.8181225,0.05747746],"study_design_scores_gemma":[0.01182699,0.001337021,0.1476194,0.002448137,0.001655775,0.002522609,0.001473121,0.0004471081,0.001025538,0.006769989,0.8218,0.001074269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.08211989,0.0007254925,0.002368595,0.0003605067,0.9102814,0.0002957244,0.00361276,0.00002415247,0.000211517],"genre_scores_gemma":[0.1598563,0.01021955,0.1059012,0.0000521619,0.7186119,0.00007568186,0.003683771,0.0001328271,0.001466623],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1916695,"threshold_uncertainty_score":0.9999649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03723194695042648,"score_gpt":0.4297561251526984,"score_spread":0.3925241782022719,"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."}}