{"id":"W6945888730","doi":"10.25959/25711149","title":"Exploring knowledge of traumatic brain injury in an Australian nursing context","year":2024,"lang":"en","type":"dissertation","venue":"University of Tasmania","topic":"Traumatic Brain Injury Research","field":"Medicine","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":[0.003196558,0.0001635051,0.0003659361,0.001207693,0.002158267,0.001591704,0.0005422023,0.0004051371,0.001239231],"category_scores_gemma":[0.01241911,0.0002605302,0.0002101875,0.001266141,0.001095694,0.001201067,0.002262553,0.001133943,0.000158474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002969207,"about_ca_system_score_gemma":0.005914312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1177988,"about_ca_topic_score_gemma":0.1471302,"domain_scores_codex":[0.9981193,0.000835064,0.0001195168,0.0001004023,0.0005473612,0.0002783712],"domain_scores_gemma":[0.9953623,0.001571943,0.001200887,0.0001242985,0.001153089,0.0005873961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006843015,0.0003675239,0.4135219,0.0004703918,0.00003563229,0.0007789732,0.5216239,0.0001081055,0.0005838387,0.0004443087,0.0007402868,0.06125672],"study_design_scores_gemma":[0.000006373221,0.000418457,0.654479,0.0005220761,0.00002749129,0.0004535337,0.3375609,0.0002143544,0.0002029366,0.0003472758,0.005743845,0.00002372826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970596,0.0002569245,0.00005142093,0.0005389287,0.000006436649,0.0000193547,0.000018066,6.584663e-7,0.002048472],"genre_scores_gemma":[0.9978047,0.001022969,0.0001628598,0.0002389239,0.000006987505,0.00003042917,0.00002385886,6.618063e-7,0.0007086069],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1177988,"threshold_uncertainty_score":0.2342263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2109237604484097,"score_gpt":0.3821170248291977,"score_spread":0.171193264380788,"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."}}