{"id":"W2567558059","doi":"10.2196/publichealth.6377","title":"A Test of Concept Study of At-Home, Self-Administered HIV Testing With Web-Based Peer Counseling Via Video Chat for Men Who Have Sex With Men","year":2016,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Mental Health","keywords":"Test (biology); Human immunodeficiency virus (HIV); Psychology; Medicine; Clinical psychology; Computer science; Family medicine; Biology","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":[0.01504138,0.001139026,0.0007514678,0.001145558,0.002522082,0.001584358,0.002017831,0.001084567,0.002799284],"category_scores_gemma":[0.01746829,0.0007709761,0.0007086814,0.0004454844,0.002115282,0.001962312,0.001480048,0.002402894,0.000600355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002169379,"about_ca_system_score_gemma":0.00585216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002699798,"about_ca_topic_score_gemma":0.003940337,"domain_scores_codex":[0.9953682,0.002861766,0.0001891765,0.0003192449,0.0006573347,0.0006042186],"domain_scores_gemma":[0.9865292,0.005852482,0.001099475,0.0007577637,0.002406013,0.003355014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.007330339,0.5718732,0.1015632,0.001077853,0.0001474716,0.001230536,0.1677853,0.00075099,0.00973458,0.001957909,0.002762,0.1337865],"study_design_scores_gemma":[0.01389875,0.5876913,0.1974276,0.0003239155,0.0002166506,0.0008696192,0.1723665,0.004319471,0.007699893,0.001507005,0.01346737,0.0002118696],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993089,0.00002007045,0.0006324408,0.00008241134,0.00002914743,0.005155513,0.00003986281,0.00001541578,0.0009361777],"genre_scores_gemma":[0.9708894,0.0001337556,0.009821643,0.0005070845,0.00007708096,0.01647437,0.0001440692,0.00001421831,0.001938387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01504138,"threshold_uncertainty_score":0.07954741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03570543895526756,"score_gpt":0.3333278879006601,"score_spread":0.2976224489453925,"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."}}