{"id":"W891629485","doi":"","title":"Assessment Reactivity within the Context of a Web-Based Brief Intervention for Alcohol Use","year":2014,"lang":"en","type":"article","venue":"ScholarWorks -A service of University of Vermont Libraries (University of Vermont)","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Alcohol; Alcohol consumption; Randomized controlled trial; Intervention (counseling); Psychology; Clinical psychology; Medicine; Psychiatry; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005944724,0.0002561567,0.0008609403,0.0002710871,0.0002646075,0.0000184154,0.0005897291,0.0002411391,0.000100713],"category_scores_gemma":[0.0001058552,0.0002636462,0.0005885768,0.0005197571,0.000510891,0.001587405,0.0001965829,0.0003169188,0.000001770871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001305637,"about_ca_system_score_gemma":0.0003383541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920591,"about_ca_topic_score_gemma":0.004259113,"domain_scores_codex":[0.9983475,0.0002592546,0.0003223236,0.0003590586,0.0004739335,0.0002379279],"domain_scores_gemma":[0.9967872,0.0007844956,0.0009978331,0.0007281284,0.0005707992,0.0001315789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05571235,0.006397816,0.7809899,0.003821592,0.005306321,0.0001401315,0.02742789,0.0007377023,0.04827918,0.04187247,0.004320002,0.02499461],"study_design_scores_gemma":[0.03710306,0.001869978,0.8769844,0.001851093,0.002556359,0.000005773428,0.05361195,0.01149881,0.01023176,0.0003729533,0.003427494,0.0004863591],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930123,0.0001628908,0.003683279,0.001221629,0.0001025358,0.0007666121,0.00007478576,0.00005510866,0.0009208755],"genre_scores_gemma":[0.9914266,0.00005780866,0.007784049,0.0001575691,0.00001355708,2.561418e-7,0.0001147678,0.00002000196,0.0004253173],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09599447,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02435896477540037,"score_gpt":0.233549440440761,"score_spread":0.2091904756653607,"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."}}