{"id":"W3158545745","doi":"10.1177/23800844211011985","title":"Reopening Oral Health Services during the COVID-19 Pandemic through a Knowledge Exchange Coalition","year":2021,"lang":"en","type":"article","venue":"JDR Clinical & Translational Research","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Oral health; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Medicine; Family medicine; Disease; Infectious disease (medical specialty); Outbreak","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01193397,0.0002233421,0.0004476409,0.0001446433,0.001554127,0.0003721398,0.0008565849,0.0002723802,0.004274712],"category_scores_gemma":[0.003587692,0.00017996,0.0003744777,0.001296763,0.0005684645,0.000476417,0.0004201562,0.001982227,0.001603629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004786028,"about_ca_system_score_gemma":0.003754753,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001857853,"about_ca_topic_score_gemma":0.02168468,"domain_scores_codex":[0.9892621,0.004990946,0.001099454,0.0009306312,0.002585865,0.00113102],"domain_scores_gemma":[0.9863287,0.01121042,0.0001368529,0.0006832862,0.0006424068,0.0009983166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005831016,0.002766522,0.8279179,0.007346671,0.0006535639,0.001726895,0.009271224,0.0001903384,0.001144354,0.04232457,0.06000372,0.04082325],"study_design_scores_gemma":[0.007179795,0.0003373727,0.3831615,0.0002822513,0.00002383483,0.0003743169,0.001896462,0.001210997,0.00004964533,0.05086467,0.5542048,0.0004143497],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9302376,0.0140239,0.005479315,0.03275463,0.0009063539,0.001991012,0.0008154367,0.0003155578,0.01347622],"genre_scores_gemma":[0.9798375,0.001723724,0.000439967,0.004740484,0.0007266153,0.0001861209,0.0004556497,0.00004859622,0.01184139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4942011,"threshold_uncertainty_score":0.9997457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5305220333111891,"score_gpt":0.6135389625797156,"score_spread":0.08301692926852655,"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."}}