{"id":"W6958431979","doi":"10.6084/m9.figshare.28348415.v1","title":"Additional file 4 of Implementation of prehospital point-of-care ultrasound using a novel continuous feedback approach in a UK helicopter emergency medical service","year":2025,"lang":"en","type":"article","venue":"Figshare","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Service (business); Emergency medical services; Ultrasound; MEDLINE","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002579168,0.0007477511,0.00115827,0.002044925,0.001052529,0.001951444,0.002034117,0.001732519,0.9254221],"category_scores_gemma":[0.07359342,0.0006266832,0.001114212,0.002985786,0.0004434777,0.001652456,0.001093685,0.001073577,0.1927987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191549,"about_ca_system_score_gemma":0.00371206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0228166,"about_ca_topic_score_gemma":0.02500941,"domain_scores_codex":[0.9979224,0.0005778288,0.0004492608,0.0002830815,0.0004614821,0.0003059638],"domain_scores_gemma":[0.9200162,0.0635579,0.004237768,0.002873011,0.007166514,0.002148599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001150232,0.0003038369,0.004691459,0.003778313,0.00006850464,0.0001547437,0.0001813595,0.0008831444,0.00003674946,0.0008203387,0.9687664,0.01916494],"study_design_scores_gemma":[0.02900546,0.0021428,0.1515067,0.01623272,0.0004292111,0.001137442,0.003312869,0.00737317,0.001052355,0.01342845,0.773882,0.0004966698],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0008909946,0.00002060801,0.0004645435,0.0003570696,0.0000806493,0.0006416192,0.9922618,0.0003564956,0.004926287],"genre_scores_gemma":[0.07564646,0.0003265645,0.01402053,0.003218128,0.0004360669,0.02182999,0.81252,0.002136119,0.0698661],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9254221,"threshold_uncertainty_score":0.1063763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961088206439029,"score_gpt":0.352582133068227,"score_spread":0.3129712510038367,"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."}}