{"id":"W4220662736","doi":"10.1177/23800844221083965","title":"Dental Service and Resource Needs during COVID-19 among Underserved Populations","year":2022,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Community Based Research Centre; University of British Columbia","funders":"","keywords":"Medicine; Thematic analysis; Coping (psychology); Pandemic; Poverty; Stigma (botany); Health care; Nursing; Family medicine; Gerontology; Qualitative research; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Psychiatry; Disease; Political science; Sociology","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":[0.002337333,0.0002444131,0.0004794005,0.0009919358,0.009515648,0.002940976,0.001387058,0.001226295,0.004567525],"category_scores_gemma":[0.005571956,0.0004371949,0.000330628,0.001644878,0.002135262,0.001331184,0.006148873,0.002080285,0.0002617537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01622629,"about_ca_system_score_gemma":0.02557645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.56604,"about_ca_topic_score_gemma":0.7178806,"domain_scores_codex":[0.9968184,0.0005985252,0.0001173086,0.000124487,0.0003803286,0.001960853],"domain_scores_gemma":[0.9960621,0.0005321277,0.000522393,0.00005012757,0.0006615013,0.002171847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002559597,0.0003311157,0.2200036,0.0007628445,0.0000390957,0.003669893,0.7268934,0.0001300584,0.0008762522,0.0008523404,0.01256739,0.03361816],"study_design_scores_gemma":[0.000006061699,0.0000791649,0.1248593,0.0002326517,0.000008343084,0.0002587371,0.8661849,0.00005816132,0.00005927566,0.00009475792,0.008140232,0.00001833674],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905115,0.0008160925,0.00003903323,0.003884086,0.00005178761,0.0001272237,0.0004793426,0.000006481887,0.00408448],"genre_scores_gemma":[0.9963201,0.0008004361,0.0001451042,0.001132609,0.00002540566,0.0001279121,0.0002197816,0.00000407126,0.001224546],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.56604,"threshold_uncertainty_score":0.8730314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.392693408048414,"score_gpt":0.5275365993726255,"score_spread":0.1348431913242115,"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."}}