{"id":"W2044326632","doi":"10.3109/10826080902962128","title":"Alcohol and Cigarette Use and Misuse Among Hurricane Katrina Survivors: Psychosocial Risk and Protective Factors","year":2009,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Institute of Mental Health","keywords":"Psychosocial; Hurricane katrina; Suicide prevention; Environmental health; Poison control; Injury prevention; Medicine; Occupational safety and health; Human factors and ergonomics; Alcohol consumption; Substance abuse; Demography; Psychiatry; Alcohol; Natural disaster; Geography","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":[0.0004210761,0.0005140618,0.0005901191,0.0002776308,0.0004147653,0.0003918718,0.0002680094,0.0003295652,0.0001251248],"category_scores_gemma":[0.0005686363,0.0004896717,0.00008460552,0.0005120037,0.0007092462,0.0008000523,0.00005676491,0.0007869605,0.000009935093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007754827,"about_ca_system_score_gemma":0.00003214569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006946743,"about_ca_topic_score_gemma":0.006796658,"domain_scores_codex":[0.9964346,0.0005761345,0.0004736969,0.001086985,0.0004972311,0.0009313995],"domain_scores_gemma":[0.9975414,0.0008172188,0.0002788047,0.0007346236,0.0001700224,0.0004579544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005505673,0.0002959741,0.9686698,0.00003763437,0.0002090901,0.00009490116,0.01981278,6.246632e-7,0.0001785509,0.00051944,0.0008142978,0.008816391],"study_design_scores_gemma":[0.002855301,0.0003173043,0.9915118,0.0001158537,0.00008452417,0.00001731324,0.002409535,0.00001767354,0.0002226181,0.001374693,0.0005388021,0.0005346223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949242,0.002253276,0.00008836528,0.0002312221,0.0001653598,0.001618595,0.0002361192,0.0001606141,0.0003222197],"genre_scores_gemma":[0.9982451,0.0008776269,0.0001433678,0.00009178491,0.00007253021,0.0001007692,0.00001819023,0.00006705045,0.0003836408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02284201,"threshold_uncertainty_score":0.9997555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07183023146420331,"score_gpt":0.3533868101339756,"score_spread":0.2815565786697723,"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."}}