{"id":"W6958728433","doi":"10.6084/m9.figshare.13488673.v1","title":"Additional file 2 of Multi-organ point-of-care ultrasound for COVID-19 (PoCUS4COVID): international expert consensus","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Heart Institute; University of Calgary; University of Toronto","funders":"","keywords":"Ultrasound; Expert system; MEDLINE; Key (lock)","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":[0.00001276562,0.0001239143,0.0001887329,0.000006206096,0.00008217516,0.00002185212,0.0002823223,0.00009036495,0.9493723],"category_scores_gemma":[0.005187936,0.00004834492,0.0001732659,0.000150851,0.0000154603,0.00005644796,0.0000533181,0.00005723312,0.000217258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002668782,"about_ca_system_score_gemma":0.00003180182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002817293,"about_ca_topic_score_gemma":0.0001008287,"domain_scores_codex":[0.9991592,0.00003012347,0.0002460353,0.0002321665,0.0001932222,0.0001393238],"domain_scores_gemma":[0.9967681,0.002564464,0.0002132459,0.00003044979,0.0002548633,0.0001688346],"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":[0.00002494083,0.00002521179,0.0000119228,0.00006145172,0.0000191077,0.000001853308,0.000213725,0.000002651798,0.01547475,0.000002349349,0.9830032,0.001158848],"study_design_scores_gemma":[0.0001828788,0.0001400375,0.002409782,0.0002854969,0.000002549704,0.000007724111,0.001235386,0.00002128174,0.001817584,0.000004697994,0.9937621,0.0001304636],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003098653,0.0001145576,3.07737e-7,0.001465027,0.0000356105,0.0003253768,0.9971904,0.00004465077,0.0005142174],"genre_scores_gemma":[0.04870833,0.000001032784,0.0002983469,0.001176864,0.0005887539,0.0004103812,0.9485967,0.000001225428,0.0002183862],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.949155,"threshold_uncertainty_score":0.6210819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06510913784037503,"score_gpt":0.2659403357725613,"score_spread":0.2008311979321863,"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."}}