{"id":"W6960819236","doi":"10.1371/journal.pone.0305562.s001","title":"Survey tool.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Emergency department; Proxy (statistics); Patient satisfaction; Descriptive statistics; Descriptive research","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":[0.005013675,0.0006220615,0.001009554,0.002859015,0.0006496031,0.001344795,0.001190397,0.0007244046,0.3586039],"category_scores_gemma":[0.01238408,0.0008210627,0.0006746488,0.004551056,0.0002139326,0.0018895,0.001633762,0.001540393,0.1361648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001824171,"about_ca_system_score_gemma":0.005280405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02052396,"about_ca_topic_score_gemma":0.03122018,"domain_scores_codex":[0.9975451,0.0008711747,0.0005256915,0.0002380943,0.0004799201,0.0003399654],"domain_scores_gemma":[0.992399,0.002701617,0.0004869382,0.0005312737,0.003343158,0.0005380634],"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":[0.0002192796,0.0001515864,0.003366423,0.001246429,0.00001789965,0.00003227759,0.0005173383,0.000120334,0.0001604738,0.002135821,0.9028043,0.08922783],"study_design_scores_gemma":[0.0003810686,0.0001220352,0.02099046,0.0005997624,0.00002227786,0.00005247122,0.00112181,0.000402044,0.0001982811,0.00212149,0.9739466,0.00004163998],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.006377774,0.0004212843,0.00659395,0.001576874,0.0004367819,0.009361061,0.8584728,0.004300626,0.1124588],"genre_scores_gemma":[0.04743015,0.002979029,0.05968774,0.004397931,0.0003755298,0.1229797,0.5346938,0.003281939,0.2241742],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6413962,"threshold_uncertainty_score":0.9148737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09428179271281611,"score_gpt":0.262507283020851,"score_spread":0.1682254903080349,"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."}}