{"id":"W2161466019","doi":"10.2105/ajph.2013.301794","title":"Rates and Predictors of Suicidal Ideation During the First Year After Traumatic Brain Injury","year":2014,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Suicide and Self-Harm Studies","field":"Psychology","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bombardier (Canada)","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development","keywords":"Suicidal ideation; Traumatic brain injury; Injury prevention; Poison control; Medicine; Suicide prevention; Occupational safety and health; Psychiatry; Human factors and ergonomics; Medical emergency; Emergency medicine; Clinical psychology; Psychology; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.00176811,0.0000930696,0.0003413772,0.0001594352,0.0001027341,0.00002239986,0.0001300611,0.00002045095,0.00009234699],"category_scores_gemma":[0.0002230522,0.00006065322,0.00005943358,0.000235474,0.0002535068,0.000107816,0.00002346515,0.0001797377,0.000004515495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004279127,"about_ca_system_score_gemma":0.00007789332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004197896,"about_ca_topic_score_gemma":0.0001180492,"domain_scores_codex":[0.9984907,0.0004297905,0.0005240326,0.00009805698,0.0001931639,0.0002642539],"domain_scores_gemma":[0.9985871,0.0003987454,0.0006333871,0.0001452418,0.00009705676,0.0001384342],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001027938,0.00006804532,0.9587734,0.00004424866,0.0002051314,0.000001595827,0.01987876,0.000001214675,0.00001280166,0.0002955841,0.001994763,0.01862168],"study_design_scores_gemma":[0.0003904562,0.0009350406,0.9864392,0.00001243443,0.0000121201,0.00002702224,0.01008678,0.000005830679,0.000004991741,0.00006332702,0.001969374,0.00005341581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9786044,0.0003519231,0.0002839853,0.02026432,0.0001908549,0.00008532798,0.000004705157,0.000007897298,0.0002066035],"genre_scores_gemma":[0.9980181,0.00007697908,0.000101431,0.001525049,0.0002175705,0.000006331105,4.662875e-7,0.00001187019,0.00004221105],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02766583,"threshold_uncertainty_score":0.2473367,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02759806727525427,"score_gpt":0.3308878367396271,"score_spread":0.3032897694643729,"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."}}