{"id":"W4395046375","doi":"10.24908/pocus.v9i1.17638","title":"Inside the April 2024 Issue","year":2024,"lang":"en","type":"article","venue":"POCUS Journal","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ninth; Library science; Social media; Editorial board; Computer science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002145784,0.00008741538,0.0001238642,0.00006611084,0.0001771693,0.00005835588,0.00006467153,0.00002943282,0.002435722],"category_scores_gemma":[0.00006782476,0.00004418219,0.0001397986,0.000168148,0.00004635215,0.00005507327,0.00002652987,0.0004807076,0.0007739562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003815213,"about_ca_system_score_gemma":0.00008674157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001977342,"about_ca_topic_score_gemma":0.00001483854,"domain_scores_codex":[0.9992931,0.00002149127,0.0001750904,0.00009395192,0.0002286066,0.000187691],"domain_scores_gemma":[0.9996809,0.00003997924,0.000016498,0.0001097889,0.00006499807,0.0000878555],"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":[0.00002485083,0.00001903074,0.001508986,0.00005764421,0.0002900033,0.0006533798,0.002299891,0.000002951905,0.0006459999,0.0005290104,0.7976028,0.1963655],"study_design_scores_gemma":[0.0001603204,0.00008040499,0.01293979,0.0001348321,0.0001462228,0.002252078,0.0007987399,0.00003026806,0.0002435576,0.0014017,0.9817501,0.00006202571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1156623,0.1220743,0.0003049243,0.09230117,0.0153726,0.000188958,0.000006424246,0.0001484279,0.6539409],"genre_scores_gemma":[0.9673682,0.002711449,0.0001080816,0.0007551934,0.003691951,0.000003630363,5.336043e-7,0.00001757891,0.02534332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8517059,"threshold_uncertainty_score":0.9984762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02530891055945852,"score_gpt":0.3180954541098609,"score_spread":0.2927865435504024,"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."}}