{"id":"W4220894463","doi":"10.1080/24745332.2022.2046926","title":"Appendix B: De-isolation review and recommendations","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Appendix; Isolation (microbiology); Medicine; Biology; Microbiology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004530947,0.00006729155,0.0001550606,0.00004927479,0.0003936373,0.0000103971,0.00007963457,0.0000225639,0.006611458],"category_scores_gemma":[0.0001855755,0.00005967318,0.00002260738,0.00009388954,0.0003035908,0.0001365264,0.00003637368,0.0002257074,0.000005064894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271183,"about_ca_system_score_gemma":0.00006022735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000666011,"about_ca_topic_score_gemma":0.0009738705,"domain_scores_codex":[0.9992238,0.0001467097,0.0002086738,0.00008617948,0.0001667287,0.0001679485],"domain_scores_gemma":[0.9992146,0.00006529938,0.00005184049,0.00005699958,0.00001179796,0.0005994572],"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":[0.00002542494,0.00005987671,0.4953625,0.0005397319,0.00006821605,0.0005511618,0.01018978,0.00003372589,0.001263217,0.001970308,0.1378864,0.3520496],"study_design_scores_gemma":[0.0008865346,0.002312724,0.08133746,0.0002677587,0.0004607497,0.0003742311,0.01182626,0.00002015244,0.00001992642,0.001449054,0.9007624,0.0002827662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.625841,0.2707727,0.0007486307,0.07567129,0.001021742,0.0005832174,0.0001410923,0.00001424679,0.02520602],"genre_scores_gemma":[0.9859194,0.0005712179,0.0001610491,0.0132369,0.00007130516,0.000003990846,0.000005857509,0.000006498823,0.00002378754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.762876,"threshold_uncertainty_score":0.9942966,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02227301723471319,"score_gpt":0.3170306425244955,"score_spread":0.2947576252897823,"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."}}