{"id":"W2047728055","doi":"10.1081/ja-120039390","title":"Life Stress Events and Alcohol Misuse: Distinguishing Contributing Stress Events From Consequential Stress Events","year":2004,"lang":"en","type":"article","venue":"Substance Use & Misuse","topic":"Resilience and Mental Health","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Alcohol; Stress (linguistics); Psychology; Chemistry","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":[0.0004462292,0.0006573549,0.0007758006,0.0001505357,0.0007111113,0.0001377824,0.0007037005,0.0003758241,0.0002899632],"category_scores_gemma":[0.0006305075,0.0006789526,0.0001816601,0.0003500583,0.0002134315,0.0006889356,0.0001735731,0.0006950054,0.0001417975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004313484,"about_ca_system_score_gemma":0.0002998131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007621123,"about_ca_topic_score_gemma":0.004683697,"domain_scores_codex":[0.9945545,0.0004203666,0.001091485,0.001359432,0.0008483213,0.001725847],"domain_scores_gemma":[0.9966206,0.0004656799,0.0006893863,0.0009682487,0.0002089928,0.001047094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008999984,0.001064106,0.9853516,0.0001726482,0.0002917481,0.0004536236,0.007706939,0.0001062631,0.0008960055,0.0004245794,0.0003321662,0.00230031],"study_design_scores_gemma":[0.02436902,0.0003845988,0.9371269,0.005923827,0.0003630074,0.00005565659,0.01111722,0.00005750548,0.01468515,0.002657867,0.001202332,0.002056899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889972,0.003503176,0.000292063,0.000280921,0.00229483,0.001173442,0.003087245,0.0001872154,0.0001838767],"genre_scores_gemma":[0.9968913,0.0004291419,0.000323949,0.0005330217,0.0005152482,0.00009618314,0.0006058703,0.0001040784,0.0005012183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04822469,"threshold_uncertainty_score":0.9995661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723342271864194,"score_gpt":0.3751258899906084,"score_spread":0.3278924672719664,"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."}}