{"id":"W6977053247","doi":"10.6084/m9.figshare.19607662","title":"Additional file 2 of Transcranial Doppler as a screening test to exclude intracranial hypertension in brain-injured patients: the IMPRESSIT-2 prospective multicenter international study","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Traumatic Brain Injury and Neurovascular Disturbances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Transcranial Doppler; Test (biology); Multicenter study; Screening test; Prospective cohort study","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":[0.001455742,0.0009935555,0.001461864,0.002016223,0.001083161,0.001218665,0.001341228,0.001075443,0.7693505],"category_scores_gemma":[0.02712063,0.0005108548,0.0008759325,0.003649042,0.0002305107,0.001504544,0.0007450382,0.0007815876,0.07803563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008156558,"about_ca_system_score_gemma":0.001310288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005200236,"about_ca_topic_score_gemma":0.006367857,"domain_scores_codex":[0.9989194,0.0002263458,0.0002669692,0.0002417201,0.0001781741,0.0001674292],"domain_scores_gemma":[0.9836866,0.009526786,0.002487286,0.001125758,0.002545516,0.0006280706],"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":[0.001918908,0.0002743743,0.01219638,0.002451397,0.000108288,0.0001344908,0.0000794812,0.0003633344,0.00009576791,0.0008137753,0.9690837,0.01248012],"study_design_scores_gemma":[0.03482152,0.002012199,0.2208456,0.01048046,0.0008487275,0.002455246,0.001191313,0.00391157,0.001626611,0.0168415,0.7045503,0.0004150312],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001340836,0.00004730361,0.0003222174,0.0002325066,0.00004228375,0.0004621639,0.9949235,0.0001543153,0.00247483],"genre_scores_gemma":[0.050144,0.0003721075,0.004432093,0.001480243,0.0004464476,0.01194297,0.9048083,0.0005801998,0.0257935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7693505,"threshold_uncertainty_score":0.3289934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868671293297003,"score_gpt":0.2561750439571758,"score_spread":0.2374883310242057,"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."}}