{"id":"W6885951579","doi":"10.1371/journal.pone.0293129.s005","title":"Comprehensive results.","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; Personal protective equipment; Usability; Test (biology); 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":["insufficient_payload"],"category_scores_codex":[0.008090549,0.001129744,0.001535021,0.006328298,0.001883645,0.009639842,0.00318593,0.003249902,0.4335145],"category_scores_gemma":[0.03586976,0.0005499964,0.001768046,0.00796655,0.00121367,0.007221426,0.007740693,0.002359396,0.1950025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004598447,"about_ca_system_score_gemma":0.01400604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004120175,"about_ca_topic_score_gemma":0.005045038,"domain_scores_codex":[0.9918894,0.00255685,0.001240821,0.0008194805,0.002857156,0.000636207],"domain_scores_gemma":[0.9881654,0.003603503,0.0006773342,0.001414769,0.004839388,0.001299566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001249952,0.00004549249,0.0005491978,0.007262735,0.0000756338,0.0001536882,0.0006670463,0.0001024044,0.0001451577,0.027024,0.7353774,0.2284723],"study_design_scores_gemma":[0.00001931969,0.00001683775,0.0004470874,0.003555042,0.00002983107,0.0001425256,0.0003175769,0.00001947818,0.00005711019,0.003046914,0.992338,0.0000103871],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00174133,0.06919066,0.005746508,0.02687505,0.01103412,0.001546331,0.03118151,0.001935998,0.8507485],"genre_scores_gemma":[0.04118794,0.1415924,0.02741617,0.04182166,0.006032009,0.005659766,0.06155231,0.004070919,0.6706667],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5664855,"threshold_uncertainty_score":0.8080228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08844864774390962,"score_gpt":0.3264897018407172,"score_spread":0.2380410540968076,"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."}}