{"id":"W6964767581","doi":"10.25959/25711149.v1","title":"Exploring knowledge of traumatic brain injury in an Australian nursing context","year":2024,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Tree-ring climate responses","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Exploratory research; Unconsciousness; Traumatic brain injury; Knowledge level; Quarter (Canadian coin); Focus group; Educational program; Cognition","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002825053,0.0001395562,0.0003136888,0.001077286,0.002045576,0.001418254,0.0004987749,0.0004007631,0.001680391],"category_scores_gemma":[0.01129081,0.0002090234,0.0001860211,0.001141776,0.001048267,0.001150861,0.002369903,0.001024004,0.0001890711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636077,"about_ca_system_score_gemma":0.004124903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1087557,"about_ca_topic_score_gemma":0.1368978,"domain_scores_codex":[0.9984389,0.0007046943,0.00008996826,0.00009157497,0.0004391417,0.0002356253],"domain_scores_gemma":[0.9956908,0.001559881,0.001022186,0.0001365749,0.001018581,0.0005720817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006047218,0.0002855614,0.4022118,0.0003790456,0.00003075892,0.0007276193,0.5368233,0.0001373188,0.000572118,0.0004913178,0.001090526,0.05719011],"study_design_scores_gemma":[0.000005066263,0.0002928141,0.6589666,0.0003735725,0.00001798414,0.0002958954,0.3322508,0.0002236311,0.0001649104,0.0004207375,0.006965761,0.0000222156],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966283,0.0001789165,0.00005611917,0.0006058589,0.000006621406,0.00001795619,0.00002486133,9.161644e-7,0.002480325],"genre_scores_gemma":[0.9981681,0.0006684649,0.0001375163,0.0002416321,0.000006462329,0.00002925965,0.0000264788,7.891385e-7,0.0007212801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1087557,"threshold_uncertainty_score":0.2162454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2043385385339793,"score_gpt":0.3560395442091765,"score_spread":0.1517010056751972,"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."}}