{"id":"W3160890544","doi":"10.1186/s12903-021-01627-8","title":"A preparedness model for the provision of oral health care during unfolding threats: the case of the covid-19 pandemic","year":2021,"lang":"en","type":"article","venue":"BMC Oral Health","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Vancouver Coastal Health","funders":"Genome British Columbia","keywords":"Preparedness; Thematic analysis; Medicine; Focus group; Pandemic; Qualitative research; Content analysis; Oral and maxillofacial surgery; Health care; Exploratory research; Nursing; Family medicine; Medical education; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Dentistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02494071,0.0008977721,0.0003228078,0.001600157,0.00981851,0.00804356,0.003199746,0.004025373,0.001838962],"category_scores_gemma":[0.0178757,0.0005406531,0.000862914,0.000844062,0.02210586,0.006365941,0.008877601,0.005047207,0.0002365071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02294305,"about_ca_system_score_gemma":0.03132374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02090318,"about_ca_topic_score_gemma":0.02734593,"domain_scores_codex":[0.9805366,0.01479071,0.0004799893,0.0007144784,0.001778892,0.00169933],"domain_scores_gemma":[0.9832377,0.009982704,0.001234433,0.0008617981,0.002419293,0.002264012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001427836,0.0002091352,0.01020839,0.0006927731,0.00002791809,0.004198599,0.8575923,0.002638194,0.001780276,0.080542,0.00455954,0.037408],"study_design_scores_gemma":[0.00004721104,0.0003109648,0.00811899,0.001156405,0.00003481104,0.002412031,0.877704,0.00513225,0.0009698859,0.03205103,0.071927,0.0001354634],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7496842,0.00267434,0.06864329,0.07846218,0.0007777343,0.002403953,0.0001235119,0.0001893889,0.0970415],"genre_scores_gemma":[0.9657131,0.0006852996,0.02819908,0.00156558,0.00004345579,0.0004946197,0.00005183078,0.00002763278,0.003219376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02494071,"threshold_uncertainty_score":0.1664643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2209659822599636,"score_gpt":0.4848936197768361,"score_spread":0.2639276375168725,"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."}}