{"id":"W6976911337","doi":"10.6084/m9.figshare.19607677","title":"Additional file 7 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); Screening test; Multicenter study; 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":[0.001702092,0.001022296,0.001521682,0.002011403,0.0008181761,0.001127706,0.001351683,0.001027343,0.7838528],"category_scores_gemma":[0.031716,0.0005039515,0.0009823458,0.003267608,0.0002179946,0.001395119,0.0007201559,0.0007375919,0.07851614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008875233,"about_ca_system_score_gemma":0.001259138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005552191,"about_ca_topic_score_gemma":0.007264968,"domain_scores_codex":[0.9988151,0.000256027,0.0003113043,0.0002275959,0.0002249606,0.0001650953],"domain_scores_gemma":[0.9766607,0.01475643,0.0032974,0.001289992,0.003405671,0.0005897374],"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":[0.002226994,0.0002582541,0.01222265,0.003082483,0.0001583434,0.0001404926,0.00007391946,0.0003768321,0.00009634949,0.0006920077,0.9658439,0.01482786],"study_design_scores_gemma":[0.03906458,0.001864554,0.2696778,0.01200589,0.001133738,0.002358628,0.001075916,0.003906594,0.001699514,0.01647957,0.6502478,0.0004853901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001097076,0.00004852706,0.0002567446,0.0002046139,0.00003466766,0.0003072116,0.9958609,0.0001957923,0.001994563],"genre_scores_gemma":[0.0478691,0.0004031821,0.004316387,0.001281223,0.0004116644,0.008935655,0.9123313,0.000708223,0.02374325],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7838528,"threshold_uncertainty_score":0.3083078,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898404333904806,"score_gpt":0.2564659096654334,"score_spread":0.2374818663263854,"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."}}