{"id":"W3082311374","doi":"10.1111/odi.13624","title":"Brazilian oral medicine and oral histopathology services: The worrying reality in the COVID‐19 Era","year":2020,"lang":"en","type":"letter","venue":"Oral Diseases","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Histopathology; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Medicine; Oral medicine; Pandemic; Betacoronavirus; MEDLINE; Coronavirus Infections; Pathology; Dentistry; Political science; Outbreak; Infectious disease (medical specialty); Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005963495,0.0004768478,0.0006813954,0.0001569014,0.0004224211,0.0002827903,0.001503355,0.0003284935,0.001246391],"category_scores_gemma":[0.001602591,0.000273697,0.0001991868,0.0005096947,0.0009808857,0.0001922472,0.0005146107,0.001991257,0.0002325213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002797547,"about_ca_system_score_gemma":0.0004110131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01018098,"about_ca_topic_score_gemma":0.009060573,"domain_scores_codex":[0.9948545,0.001875059,0.0004929406,0.0008487166,0.001161879,0.0007669661],"domain_scores_gemma":[0.9970732,0.001235999,0.0002031078,0.000920383,0.00005657997,0.0005107144],"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":[0.0003246865,0.00005212626,0.03908079,0.0009839203,0.0000307345,0.01808695,0.0005066674,0.000001123499,0.000006990998,0.0001515501,0.939384,0.001390458],"study_design_scores_gemma":[0.001308515,0.0001511764,0.09717835,0.0001088421,0.0002039486,0.0002724029,0.0007292422,0.00004205656,2.169064e-7,0.01091604,0.8887504,0.0003388017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01985071,0.004362198,0.00002882564,0.9715429,0.0005773913,0.0009036024,0.001360225,0.0001444033,0.001229777],"genre_scores_gemma":[0.1343375,0.0001665141,0.00001050787,0.8607349,0.001116192,0.000139885,0.001785431,0.0000516435,0.001657378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1144868,"threshold_uncertainty_score":0.9999715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0791403980847266,"score_gpt":0.3794672437640506,"score_spread":0.300326845679324,"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."}}