{"id":"W2900868239","doi":"","title":"Empathic Responses to Affective Film Clips Following Brain Injury and the Association with Emotion Recognition Accuracy","year":2018,"lang":"en","type":"book-chapter","venue":"Figshare","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feeling; Psychology; Traumatic brain injury; Association (psychology); Affect (linguistics); Clinical psychology; Sadness; Empathy; Developmental psychology; Psychiatry; Psychotherapist; Social psychology; Anger","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011358,0.0003319754,0.0005389253,0.0002948626,0.0002281393,0.0001345591,0.0001395485,0.0005123035,0.03792003],"category_scores_gemma":[0.02676265,0.0002307856,0.0001803305,0.0001209633,0.00003474277,0.0001713543,0.0001366771,0.0008620512,0.003133587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352454,"about_ca_system_score_gemma":0.0002948632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007932785,"about_ca_topic_score_gemma":0.0000283909,"domain_scores_codex":[0.9976507,0.0003049684,0.0003262456,0.000508874,0.0008916462,0.0003175864],"domain_scores_gemma":[0.9935092,0.004961816,0.0003593699,0.0004446795,0.0005565155,0.0001684483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006470787,0.00003682151,0.0001165459,0.000797398,0.0008125819,0.0000794308,0.004401726,1.312331e-7,0.0000452013,0.0000741594,0.9425782,0.04458703],"study_design_scores_gemma":[0.02135964,0.0116383,0.07382815,0.1608525,0.0016396,0.0004201719,0.001671761,0.0002239133,0.001211376,0.01271752,0.7113958,0.003041297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.08235218,0.0008375265,0.00002618596,0.01907245,0.0006209213,0.02080405,0.4492854,0.0008728389,0.4261284],"genre_scores_gemma":[0.1901511,0.00004520361,0.0006753645,0.00742392,0.003079668,0.002243947,0.1734292,0.0005538401,0.6223978],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2758562,"threshold_uncertainty_score":0.9976426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09676648170733178,"score_gpt":0.3470641103074331,"score_spread":0.2502976286001013,"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."}}