{"id":"W4251886715","doi":"10.1101/2021.10.25.465757","title":"Differential momentary reports of stress and affect associated with alcohol consumption in middle-aged versus younger adults","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"National Institute on Alcohol Abuse and Alcoholism","keywords":"Affect (linguistics); Abstinence; Young adult; Middle age; Demography; Psychology; Alcohol consumption; Medicine; Alcohol; Developmental psychology; Psychiatry; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003656751,0.0002226003,0.0003230427,0.0004762438,0.0002436232,0.0004217361,0.00009401357,0.0002333573,0.001293671],"category_scores_gemma":[0.001009473,0.0001343184,0.0002299452,0.0002360665,0.0001401622,0.0002333476,0.0003308633,0.0001895324,0.0002105726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001020956,"about_ca_system_score_gemma":0.00007720263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002229934,"about_ca_topic_score_gemma":0.003630604,"domain_scores_codex":[0.9998633,0.00002736778,0.00001967021,0.00002982278,0.00003321693,0.00002659479],"domain_scores_gemma":[0.9994337,0.00007255573,0.0002476293,0.00003411978,0.00007331745,0.0001387579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000413413,0.0001110497,0.9877446,0.00002436069,0.00006604409,0.00008812099,0.001154091,0.00001405864,0.007018643,0.00001005532,0.00006166933,0.003293914],"study_design_scores_gemma":[0.00000152259,0.0001159314,0.9995461,0.000001165412,0.000006012468,0.00002906205,0.0001907273,0.00001224698,0.00006455579,0.000003074355,0.0000284688,0.000001004739],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996868,0.00007338428,0.00003052285,0.000005420395,0.000002549592,0.000003827752,0.00006220736,0.000001200983,0.0001341595],"genre_scores_gemma":[0.9995721,0.00005660134,0.00006581662,0.00001832108,0.000008083528,0.000006797789,0.00009086272,5.755198e-7,0.0001807121],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002229934,"threshold_uncertainty_score":0.00443387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05621387014926003,"score_gpt":0.3162057457495936,"score_spread":0.2599918756003335,"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."}}