{"id":"W6885982350","doi":"10.1371/journal.pone.0293129.s002","title":"Search strategy & excluded papers.","year":2023,"lang":"en","type":"article","venue":"Figshare","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Respirator; Test (biology); Usability; Personal protective equipment; Coronavirus disease 2019 (COVID-19); Health care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01750661,0.0064221,0.01991348,0.05447745,0.002656625,0.007845612,0.006980375,0.00600431,0.1460791],"category_scores_gemma":[0.07852625,0.003222389,0.00786772,0.03454345,0.002732826,0.008632956,0.005745045,0.003334751,0.02507196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01684267,"about_ca_system_score_gemma":0.0304931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01287794,"about_ca_topic_score_gemma":0.01609828,"domain_scores_codex":[0.9779136,0.004294146,0.01236453,0.001560843,0.002644034,0.001222858],"domain_scores_gemma":[0.957499,0.01847132,0.01229076,0.001682397,0.009051237,0.001005198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000603701,0.00004367698,0.0004177043,0.9103091,0.001069435,0.0006274396,0.0007375869,0.0001316167,0.00049922,0.001661065,0.0619825,0.02191692],"study_design_scores_gemma":[0.001872708,0.0002089335,0.002033185,0.7640619,0.004618987,0.0004824351,0.0007793328,0.0002808464,0.0006878914,0.003115121,0.2217223,0.0001364032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"other","genre_scores_codex":[0.005774263,0.1389833,0.007745062,0.01300077,0.0064877,0.4520269,0.3256925,0.001705715,0.04858374],"genre_scores_gemma":[0.01923906,0.1130152,0.01386643,0.01723041,0.001642122,0.7293418,0.06270086,0.001213662,0.04175037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8539209,"threshold_uncertainty_score":0.4886833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1291387250396916,"score_gpt":0.3550312485077124,"score_spread":0.2258925234680208,"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."}}