{"id":"W4307708688","doi":"10.2196/42535","title":"Examining Emailed Feedback as Boosters After a College Drinking Intervention Among Fraternities and Sororities: Rationale and Protocol for a Remote Controlled Trial (Project Greek)","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Alcohol Abuse and Alcoholism; National Institutes of Health","keywords":"Psychological intervention; Medicine; Population; Intervention (counseling); Randomized controlled trial; Motivational interviewing; Psychology; Psychiatry; Environmental health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04248362,0.005368453,0.008200152,0.002814306,0.003657027,0.003692416,0.003014142,0.00959631,0.03245351],"category_scores_gemma":[0.04515637,0.002359169,0.004235047,0.002595014,0.004170656,0.003487071,0.002331382,0.006366939,0.005488691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002846944,"about_ca_system_score_gemma":0.01157342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001762204,"about_ca_topic_score_gemma":0.002399638,"domain_scores_codex":[0.971064,0.01886919,0.003214219,0.002186578,0.002214055,0.002452079],"domain_scores_gemma":[0.981742,0.007917218,0.002937549,0.002147535,0.003188973,0.002066709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8194664,0.07093509,0.001287554,0.02017619,0.002078944,0.0003404439,0.001231736,0.002162767,0.002909971,0.003074891,0.006491154,0.06984505],"study_design_scores_gemma":[0.8907819,0.09176049,0.001813429,0.001779546,0.0007961507,0.00004104939,0.0002243816,0.00133535,0.001057913,0.001642331,0.008684046,0.00008342995],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.004933141,0.0001632827,0.001016204,0.00009842255,0.0002267516,0.9928015,0.0002355958,0.00006829706,0.0004567261],"genre_scores_gemma":[0.003993913,0.0000671262,0.00193939,0.00007836697,0.00004074991,0.9936793,0.00002910002,0.000003024134,0.0001690179],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04248362,"threshold_uncertainty_score":0.2246776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2343041302858551,"score_gpt":0.4948409820973649,"score_spread":0.2605368518115098,"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."}}