{"id":"W2560199562","doi":"10.1176/appi.ps.671203","title":"Trauma: A Novel","year":2016,"lang":"en","type":"article","venue":"Psychiatric Services","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Context (archaeology); Brother; Psychoanalysis; Psychology; Art history; Management; Law; Sociology; Art; History; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.00144438,0.0009364822,0.0006120945,0.001330655,0.005469508,0.007216429,0.001722805,0.007598268,0.01267909],"category_scores_gemma":[0.005815263,0.0002941147,0.001018821,0.0009390398,0.009802747,0.008618831,0.00535654,0.0104562,0.003578398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004151586,"about_ca_system_score_gemma":0.003966092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002464072,"about_ca_topic_score_gemma":0.004047883,"domain_scores_codex":[0.9983852,0.0005687897,0.00009489914,0.000352607,0.0002921664,0.0003063282],"domain_scores_gemma":[0.9985418,0.0005278669,0.0001737862,0.0001854591,0.0002132076,0.0003578207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009199968,0.0001241448,0.002620446,0.0005878904,0.00005671516,0.02732236,0.0141738,0.0001822098,0.0005361759,0.4393137,0.4340213,0.08096918],"study_design_scores_gemma":[0.00002037787,0.00005245469,0.0004619542,0.0008493577,0.00002786145,0.06463324,0.01009821,0.0001365167,0.0002436943,0.08484218,0.8385995,0.00003465846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01447882,0.07220337,0.01031285,0.6450466,0.04912445,0.0001200865,0.0005082841,0.0002435053,0.2079619],"genre_scores_gemma":[0.3274281,0.1173916,0.009740398,0.3323334,0.07864854,0.0003964047,0.0006512364,0.0003776195,0.1330327],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01267909,"threshold_uncertainty_score":0.0424158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04390640570512336,"score_gpt":0.3308137569272688,"score_spread":0.2869073512221454,"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."}}