{"id":"W2901179735","doi":"10.2196/11186","title":"Adolescent Male Couples-Based HIV Testing Intervention (We Test): Protocol for a Type 1, Hybrid Implementation-Effectiveness Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Eunice Kennedy Shriver National Institute of Child Health and Human Development; City University of New York","keywords":"Protocol (science); Test (biology); Intervention (counseling); Psychology; Medicine; Computer science; Nursing; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004567498,0.0002731482,0.0004139818,0.0005989517,0.0005747479,0.0002493486,0.0004045622,0.0001063433,0.002878922],"category_scores_gemma":[0.004131514,0.0002313788,0.0003450552,0.001046861,0.0004202762,0.0002494433,0.0001968508,0.0006677823,0.0004371231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005138863,"about_ca_system_score_gemma":0.001163465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004857467,"about_ca_topic_score_gemma":0.00003644829,"domain_scores_codex":[0.995251,0.000847147,0.0007850412,0.0006964002,0.001285827,0.001134589],"domain_scores_gemma":[0.9941592,0.00112788,0.0001959151,0.0006538022,0.003415416,0.0004477818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2441362,0.01547319,0.03232981,0.01781696,0.0001472702,0.00007948202,0.00009398142,0.000001815358,0.04573349,0.0001669109,0.4714191,0.1726018],"study_design_scores_gemma":[0.2149403,0.17059,0.00417183,0.02434561,0.00001528661,0.00004071077,0.0002208583,0.007467656,0.0956429,0.0003420556,0.4818174,0.0004053329],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001442353,0.000001273001,0.004224098,0.0005142227,0.00001052026,0.9923535,0.0001139306,0.0001293138,0.001210764],"genre_scores_gemma":[0.005304363,8.863564e-8,0.001601504,0.0000289895,0.0008576348,0.9879202,0.0001154737,0.00007679712,0.004094969],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1721965,"threshold_uncertainty_score":0.9980326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4139352338014243,"score_gpt":0.6380283147588528,"score_spread":0.2240930809574285,"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."}}