{"id":"W4316927953","doi":"10.1037/pha0000637","title":"Using alcohol biosensors and biomarkers to measure changes in drinking: Associations between transdermal alcohol concentration, phosphatidylethanol, and self-report in a contingency management study of persons with and without HIV.","year":2023,"lang":"en","type":"article","venue":"Experimental and Clinical Psychopharmacology","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences North","funders":"National Institute on Drug Abuse; National Institute on Alcohol Abuse and Alcoholism","keywords":"Alcohol; Abstinence; Medicine; Alcohol intake; Context (archaeology); Internal medicine; Chemistry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004005706,0.0001775421,0.0005087609,0.0001629626,0.00006945874,0.00001075702,0.00003163176,0.0000875754,0.0000102936],"category_scores_gemma":[0.00001248777,0.0001492256,0.00002463183,0.0003161518,0.000133377,0.00005852073,0.00003102158,0.0001152916,4.205587e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004118809,"about_ca_system_score_gemma":0.00001665651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004871822,"about_ca_topic_score_gemma":0.0002135116,"domain_scores_codex":[0.998579,0.0001246755,0.0004548738,0.0004434425,0.0001620129,0.0002359773],"domain_scores_gemma":[0.9994899,0.0001383619,0.0001229968,0.00007932438,0.00002358656,0.0001458255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006441489,0.0007837891,0.9818655,0.00001483273,0.0007192024,0.0001671538,0.01078537,4.719907e-7,0.004173462,0.000003227607,0.00003375716,0.0008090791],"study_design_scores_gemma":[0.02449568,0.0009174668,0.9564275,0.00007623274,0.0004166756,0.00001917136,0.01492968,0.00007085652,0.002475172,0.000003589185,0.00001751372,0.0001504758],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967806,0.0005067126,0.000002553701,0.0009302068,0.00008966326,0.001563274,0.000004247423,0.00003422346,0.00008849891],"genre_scores_gemma":[0.999041,0.0002145167,0.0003293269,0.0002512624,0.00003636079,0.00006758052,0.00001115049,0.00001540315,0.00003346761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02543803,"threshold_uncertainty_score":0.6085242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08690432501423245,"score_gpt":0.4265747308142631,"score_spread":0.3396704058000306,"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."}}