{"id":"W1544009396","doi":"10.1111/j.1468-1331.2009.02945.x","title":"An analysis of communication in conversation after severe traumatic brain injury","year":2010,"lang":"en","type":"article","venue":"European Journal of Neurology","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pragmatics; Psychology; Nonverbal communication; Conversation; Comprehension; Gesture; Prosody; Executive dysfunction; Executive functions; Cognition; Cognitive psychology; Developmental psychology; Neuropsychology; Linguistics; Psychiatry; Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.002557599,0.00009136947,0.0004221435,0.001004657,0.00001627459,0.00001075154,0.0003073042,0.00005081621,0.0004883497],"category_scores_gemma":[0.000521066,0.00007942988,0.0001305494,0.0005540723,0.0001813654,0.0001511859,0.00003576657,0.0009053505,0.00001279631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001225923,"about_ca_system_score_gemma":0.00006132742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001011423,"about_ca_topic_score_gemma":0.00007265635,"domain_scores_codex":[0.9970509,0.001633144,0.0007758905,0.000119768,0.0002692854,0.0001510159],"domain_scores_gemma":[0.9983556,0.0003681799,0.0004092606,0.000532355,0.0002101565,0.0001244008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009131499,0.001553861,0.7996382,0.0001566869,0.001152878,0.001255302,0.01634401,0.0005560991,0.1245522,0.0002675595,0.001031626,0.04436006],"study_design_scores_gemma":[0.001288132,0.001814567,0.9931267,0.0000235666,0.0002406189,0.0002856292,0.0001626462,0.00250762,0.0001559511,0.00003990819,0.0003003734,0.00005427177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930456,0.00002003546,0.0001439742,0.005898228,0.00008315843,0.0001191542,0.000004893092,0.000007038389,0.0006779009],"genre_scores_gemma":[0.9977676,0.00001277157,0.0009741194,0.001154008,0.0000464831,0.000001071176,0.000008079516,0.0000202363,0.00001559198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1934885,"threshold_uncertainty_score":0.5347087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04156845499855358,"score_gpt":0.34261892560061,"score_spread":0.3010504706020565,"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."}}