{"id":"W4234957848","doi":"10.21203/rs.3.rs-39453/v2","title":"Immediate reactions of newly-diagnosed HIV-positive persons to the initial news of being HIV-positive: Implications for public health","year":2020,"lang":"en","type":"preprint","venue":"Research Square (Research Square)","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ghana; Memorial University of Newfoundland; International Development Research Centre","keywords":"Sustenance; Psychosocial; Public health; Medicine; Human immunodeficiency virus (HIV); Transmission (telecommunications); Health care; Psychiatry; Family medicine; Nursing; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.02515252,0.0008255274,0.001995923,0.002803023,0.006855024,0.0001412168,0.002818631,0.001027388,0.000263748],"category_scores_gemma":[0.02082225,0.0006646571,0.0007044859,0.004826955,0.001795743,0.0003605609,0.004980233,0.01251016,0.0004137554],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003152424,"about_ca_system_score_gemma":0.02266622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147171,"about_ca_topic_score_gemma":0.002062332,"domain_scores_codex":[0.9659197,0.01933892,0.003059216,0.002837307,0.003953383,0.004891474],"domain_scores_gemma":[0.9609229,0.01900637,0.001320503,0.003215875,0.01282547,0.002708908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.003770774,0.006873762,0.03898817,0.03940298,0.001236243,0.00003905009,0.2180069,0.0004305192,0.005658022,0.07401519,0.5769261,0.03465227],"study_design_scores_gemma":[0.008516187,0.009650306,0.3904559,0.01841148,0.0001506386,0.00001623971,0.2839603,0.001155626,0.001359918,0.02677335,0.2572487,0.002301331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04939946,0.001599228,0.03017591,0.8411098,0.001471565,0.04850956,0.02335271,0.0003047487,0.004077052],"genre_scores_gemma":[0.9688393,0.002567213,0.002109952,0.001443858,0.005321322,0.01245063,0.004267109,0.0003453738,0.002655208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9194399,"threshold_uncertainty_score":0.9995804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4228820509025189,"score_gpt":0.573950495629243,"score_spread":0.1510684447267241,"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."}}