{"id":"W2811004523","doi":"10.2196/mhealth.9283","title":"An mHealth Intervention to Improve Young Gay and Bisexual Men’s Sexual, Behavioral, and Mental Health in a Structurally Stigmatizing National Context","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institutes of Health","keywords":"mHealth; Mental health; Medicine; Context (archaeology); Condom; Clinical psychology; Anxiety; Intervention (counseling); Motivational interviewing; Psychological intervention; Psychology; Psychiatry; Family medicine; Human immunodeficiency virus (HIV)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001540688,0.0002699303,0.0005466738,0.0006019095,0.0005838404,0.000110519,0.00009302386,0.000117183,0.00008868196],"category_scores_gemma":[0.00008061164,0.0002463234,0.00003705128,0.0003138731,0.0002442867,0.000405163,0.00009705994,0.0004595733,0.000008575302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005859349,"about_ca_system_score_gemma":0.0007771642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007750689,"about_ca_topic_score_gemma":0.01411206,"domain_scores_codex":[0.9967278,0.0003276408,0.000892736,0.000699488,0.0004794295,0.0008729338],"domain_scores_gemma":[0.9974228,0.00004180486,0.0002400443,0.0002212247,0.0002279358,0.001846235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002262075,0.001460058,0.07371452,0.005153623,0.00004664673,0.00001161986,0.02463875,1.730291e-7,0.002559566,0.001715745,0.03753668,0.8509005],"study_design_scores_gemma":[0.01194204,0.07780264,0.8681773,0.001368881,0.00004540186,0.0004901368,0.02775206,0.006664845,0.00007970118,0.0004266887,0.004661303,0.0005889901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845276,0.001726762,0.0001378867,0.01093048,0.0001271387,0.001969862,0.0003294401,0.00005812402,0.0001927195],"genre_scores_gemma":[0.9950856,0.0006651597,0.001066943,0.001965129,0.0002764674,0.0001336937,0.0002279937,0.00003406093,0.0005449679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8503116,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08219486748524114,"score_gpt":0.4774631384947988,"score_spread":0.3952682710095577,"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."}}