{"id":"W4406217531","doi":"10.1002/alz.089154","title":"Cognitive Impairment in Firefighters and Emergency Medical Services Workers after Severe WTC Exposures","year":2024,"lang":"en","type":"article","venue":"Alzheimer s & Dementia","topic":"Occupational Health and Performance","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive impairment; Cognition; Psychology; Medicine; Clinical psychology; Medical emergency; Psychiatry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003538779,0.0003056055,0.0002636608,0.001108284,0.0006178121,0.0004637528,0.0002242363,0.000437974,0.001638498],"category_scores_gemma":[0.001345888,0.0002049627,0.0002980741,0.0005059099,0.0002428931,0.0002977585,0.0004078514,0.0004213969,0.0002241202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003011336,"about_ca_system_score_gemma":0.0003285573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01337409,"about_ca_topic_score_gemma":0.01721198,"domain_scores_codex":[0.9997968,0.00003492974,0.00001796449,0.00003742164,0.00004623579,0.00006656811],"domain_scores_gemma":[0.9994658,0.00004688285,0.0002198377,0.00001940004,0.00006705782,0.0001810249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007306215,0.00006687803,0.9988062,0.000004345763,0.0000123768,0.0001390478,0.0001120543,0.00001212504,0.0001169811,0.000002790654,0.00005688361,0.0005971565],"study_design_scores_gemma":[0.000003078182,0.00008422563,0.9994435,0.000002778769,0.000004187573,0.0002054169,0.0001749894,0.00002579457,0.00001574418,0.000004070383,0.00003506155,0.000001223006],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996947,0.00005078439,0.000009228885,0.00001980754,0.000003993937,0.000005266158,0.00007157547,6.872438e-7,0.0001439026],"genre_scores_gemma":[0.9996831,0.00003596512,0.00001261643,0.00001876313,0.00001084741,0.000004864486,0.0001064925,2.688433e-7,0.0001271418],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01337409,"threshold_uncertainty_score":0.02659249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03223721306163918,"score_gpt":0.3949714420896552,"score_spread":0.3627342290280161,"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."}}