{"id":"W3029272421","doi":"10.5664/jcsm.8604","title":"What can a dentist and dental sleep apnea researcher do under COVID-19 lockdown?","year":2020,"lang":"en","type":"review","venue":"Journal of Clinical Sleep Medicine","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Personal protective equipment; Pandemic; Officer; Dental care; Family medicine; Medical emergency; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01550103,0.0007902808,0.003119341,0.003083847,0.001642597,0.005132131,0.001848308,0.006573706,0.008044786],"category_scores_gemma":[0.09234213,0.0007922404,0.001978757,0.002179318,0.001830838,0.005784838,0.002828768,0.004776895,0.003090989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002374409,"about_ca_system_score_gemma":0.01551815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008600707,"about_ca_topic_score_gemma":0.03692174,"domain_scores_codex":[0.9890727,0.004513363,0.002275993,0.0007101905,0.002679007,0.0007487499],"domain_scores_gemma":[0.9609672,0.02017325,0.005017078,0.000813418,0.009426433,0.00360247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002772588,0.00009386269,0.00232459,0.05528439,0.0004778776,0.0003024628,0.0006747706,0.00002650651,0.0001891248,0.001216495,0.1371678,0.8019649],"study_design_scores_gemma":[0.0003388794,0.0002678288,0.007690036,0.1745946,0.001829667,0.001877667,0.003813874,0.00003808077,0.0001660466,0.001521584,0.807763,0.00009857327],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.0002458087,0.9778603,0.0001144635,0.01661362,0.003355716,0.00004131905,0.00004806643,0.00001437411,0.001706352],"genre_scores_gemma":[0.002962138,0.9757976,0.0007542672,0.01719435,0.002072186,0.00009873713,0.00008197971,0.00001061425,0.001028161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01550103,"threshold_uncertainty_score":0.0819782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2526193729177354,"score_gpt":0.545652349666298,"score_spread":0.2930329767485627,"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."}}