{"id":"W4388703145","doi":"10.3934/publichealth.2023059","title":"Appraising the decision-making process concerning COVID-19 policy in postsecondary education in Canada: A critical scoping review protocol","year":2023,"lang":"en","type":"article","venue":"AIMS Public Health","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Wilfrid Laurier University; York University","funders":"","keywords":"Political science; Coronavirus disease 2019 (COVID-19); Medicine; Public relations; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.4072533,0.005114091,0.01126528,0.03409071,0.01214836,0.01797396,0.01071124,0.01568702,0.02688279],"category_scores_gemma":[0.427037,0.007783541,0.01212414,0.02980297,0.01287987,0.009743564,0.01149424,0.01219565,0.008083439],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06339188,"about_ca_system_score_gemma":0.3622989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05171689,"about_ca_topic_score_gemma":0.1053129,"domain_scores_codex":[0.7334466,0.1246383,0.0888174,0.01450831,0.02946766,0.009121684],"domain_scores_gemma":[0.467562,0.2036606,0.04329389,0.03475898,0.2391921,0.01153241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.005182749,0.0007886038,0.002945808,0.6443568,0.002020485,0.002604091,0.04465504,0.003316926,0.00330941,0.02246914,0.1107927,0.1575583],"study_design_scores_gemma":[0.005991165,0.0009979024,0.005134908,0.5928426,0.003802743,0.000459401,0.01609545,0.002337511,0.003284752,0.01640745,0.3518444,0.0008016043],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008115442,0.002434116,0.004259398,0.002223717,0.0005064017,0.9855404,0.002713504,0.0001067288,0.001404187],"genre_scores_gemma":[0.001477887,0.001983418,0.01532728,0.0005079658,0.00005310931,0.9794558,0.0006375467,0.00001937426,0.0005377324],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.9482831,"threshold_uncertainty_score":0.7309622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167001571164841,"score_gpt":0.6173919377131204,"score_spread":0.4503903665482794,"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."}}