{"id":"W4224107982","doi":"10.4317/medoral.25382","title":"The impact of COVID-19 on the practice of Oral and Maxillofacial Pathology in the United States and Canada","year":2022,"lang":"en","type":"article","venue":"Medicina oral, patología oral y cirugía bucal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Likert scale; Pandemic; Coronavirus disease 2019 (COVID-19); Health care; Family medicine; Telehealth; Oral and maxillofacial pathology; Biopsy; Oral and maxillofacial surgery; Dentistry; Pathology; Telemedicine; Psychology; Disease","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":[0.001871477,0.0002163449,0.000203401,0.001187579,0.005938868,0.002356765,0.001624092,0.0007985595,0.002907291],"category_scores_gemma":[0.006533704,0.0002994413,0.0002958589,0.002173012,0.002043973,0.0005529341,0.002633091,0.001477924,0.0002223405],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07246076,"about_ca_system_score_gemma":0.1412752,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930089,"about_ca_topic_score_gemma":0.9965738,"domain_scores_codex":[0.9958293,0.0005577243,0.0002007845,0.0003136213,0.001640454,0.001458165],"domain_scores_gemma":[0.9830787,0.001103515,0.001758029,0.0001965798,0.005936844,0.007926368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001678212,0.0002071157,0.9261827,0.000185039,0.00003505757,0.0008429643,0.01806011,0.0003108167,0.0007156632,0.0008927552,0.01068151,0.04171848],"study_design_scores_gemma":[0.00001215333,0.00005996225,0.9461238,0.0001752387,0.00001272963,0.0002275074,0.0431662,0.0003655967,0.0001476567,0.00006336925,0.009611998,0.00003377235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9754899,0.001558561,0.0001285614,0.01163071,0.00008699574,0.00009720685,0.0009772719,0.0000213238,0.01000958],"genre_scores_gemma":[0.994433,0.001495067,0.0003226858,0.001457459,0.0000189873,0.00003088463,0.0003369117,0.000009274911,0.001895728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9275392,"threshold_uncertainty_score":0.5257421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03620932278743814,"score_gpt":0.3695368276536481,"score_spread":0.33332750486621,"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."}}