{"id":"W4285736516","doi":"10.1016/j.identj.2022.07.005","title":"Infection Prevention Strategies Concordance in Canadian Dental Schools During the COVID-19 Pandemic","year":2022,"lang":"en","type":"article","venue":"International Dental Journal","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Women and Children’s Health Research Institute; University of Alberta","funders":"Government of Canada","keywords":"Concordance; Pandemic; Medicine; Family medicine; Cohort; Coronavirus disease 2019 (COVID-19); Infection control; Cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Internal medicine; Disease; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009772544,0.0001456627,0.000117825,0.0004932994,0.0009306054,0.0006817923,0.0007090592,0.00004780974,0.004977189],"category_scores_gemma":[0.0004473688,0.0001360168,0.000165384,0.0003034734,0.00007212568,0.0008020091,0.0002693446,0.001227521,0.0002052045],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007618167,"about_ca_system_score_gemma":0.001936562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.165377,"about_ca_topic_score_gemma":0.6638172,"domain_scores_codex":[0.9973226,0.0003590594,0.0004268931,0.0002437432,0.001187758,0.0004599503],"domain_scores_gemma":[0.9989511,0.0001046195,0.0001948954,0.0001292379,0.00006234114,0.0005577948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002667336,0.00008396845,0.9879078,0.0000109296,0.00007121953,0.001828656,0.0001201893,0.003089266,0.00223514,0.001257193,0.002639808,0.0004891536],"study_design_scores_gemma":[0.003049937,0.0001176406,0.92397,0.00003019048,0.00001046869,0.03404475,0.005200207,0.0004752333,0.00006800768,0.009906421,0.02289246,0.0002346285],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945469,0.0002111117,0.000316075,0.0004620527,0.002448058,0.0002410371,0.0001168246,0.00003188153,0.001626054],"genre_scores_gemma":[0.9957429,0.00009298985,0.000008769463,0.00072324,0.0002467443,0.00008532042,0.00005977207,0.00001776199,0.003022474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4984403,"threshold_uncertainty_score":0.9961914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03617176757295774,"score_gpt":0.3797064089569704,"score_spread":0.3435346413840126,"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."}}