{"id":"W4380577182","doi":"10.1186/s12888-023-04943-1","title":"Neuro-psychiatric symptoms in directly and indirectly blast exposed civilian survivors of urban missile attacks","year":2023,"lang":"en","type":"article","venue":"BMC Psychiatry","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cognition; Psychiatry; Clinical psychology; Etiology; Psychology; Injury prevention; Poison control; Traumatic brain injury; Medicine; Medical emergency","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008132652,0.0003097189,0.0006431215,0.001164588,0.00008371096,0.00002928366,0.0002773461,0.0002196216,0.0001532881],"category_scores_gemma":[0.0003572648,0.000290899,0.0001647383,0.002566365,0.0001910777,0.0000985257,0.0001069796,0.0004992003,0.0001127837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004278202,"about_ca_system_score_gemma":0.0004654263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002051499,"about_ca_topic_score_gemma":0.001414146,"domain_scores_codex":[0.9970118,0.0002427022,0.0007619052,0.0006371561,0.0006689288,0.0006774818],"domain_scores_gemma":[0.9982599,0.0004046583,0.0001746982,0.0007378923,0.00007107616,0.0003517674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004135018,0.0003373367,0.9779719,0.0009394826,0.00005408896,0.00000651434,0.0006523207,0.000004722574,0.0009127918,0.0001776763,0.01685077,0.001678851],"study_design_scores_gemma":[0.003609486,0.0005720058,0.9922982,0.0003195414,0.00005274813,0.00003792339,0.00061312,0.0005936025,0.0002357133,0.0002954346,0.00110992,0.000262237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883288,0.000909145,0.00001588356,0.001330599,0.00117695,0.000885595,0.00004140618,0.0002546117,0.007057052],"genre_scores_gemma":[0.9962797,0.00007553861,0.001659741,0.0002062737,0.0003057315,0.00006257925,0.00003474345,0.0000903113,0.001285383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01574085,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799066005121821,"score_gpt":0.3090091421616878,"score_spread":0.2710184821104696,"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."}}