{"id":"W6958543846","doi":"10.6084/m9.figshare.c.5865739.v1","title":"Alcohol drinking patterns have a positive association with cognitive function among older people: a cross-sectional study","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Legal and Regulatory Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognition; Confounding; Association (psychology); Alcohol; Poison control; Psychosocial; Cohort study","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002366309,0.0002462412,0.0002878837,0.0002288667,0.0009865859,0.000350742,0.0001898117,0.0003352498,0.6855159],"category_scores_gemma":[0.0002512688,0.0002223226,0.0001762066,0.0004318735,0.00002114967,0.0002071622,0.0001092641,0.0004707055,0.0003494061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005680608,"about_ca_system_score_gemma":0.0002204981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004900278,"about_ca_topic_score_gemma":0.1009474,"domain_scores_codex":[0.9972496,0.0004160199,0.0001911742,0.0005481815,0.001271746,0.0003232872],"domain_scores_gemma":[0.9987711,0.0001519813,0.0005851212,0.000124432,0.0002743354,0.00009300148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001793297,0.000140889,0.9155616,0.00002245644,0.0008858177,0.0000222117,0.006176076,0.000007840777,5.851474e-8,0.000002986663,0.07705798,0.0001041755],"study_design_scores_gemma":[0.0005495404,0.00009712051,0.965409,0.0004685021,0.0002482405,6.42447e-7,0.005438278,0.000005605946,6.389964e-7,0.000003047306,0.02745948,0.000319886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03197704,0.000138352,0.000008330221,0.00005615606,0.0005137164,0.003271737,0.2691193,0.0005716632,0.6943437],"genre_scores_gemma":[0.5996876,9.086133e-7,5.576744e-7,0.00006032872,0.0007096208,0.0005147435,0.04611362,0.0001058622,0.3528067],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6851665,"threshold_uncertainty_score":0.915458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01982591901441171,"score_gpt":0.2927220060793041,"score_spread":0.2728960870648924,"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."}}