{"id":"W4229006592","doi":"10.2196/34262","title":"Demonstration and Acceptability of a Safer Conception Intervention for Men With HIV in South Africa: Pilot Cohort Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Allergy and Infectious Diseases; National Institute on Drug Abuse; National Institute of Mental Health","keywords":"Serostatus; Medicine; SAFER; Intervention (counseling); Family medicine; Human immunodeficiency virus (HIV); Reproductive health; Viral load; Nursing; Environmental health; Population","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":[0.00783473,0.001092767,0.0007478818,0.0007065695,0.002821687,0.001028377,0.0007793601,0.0009322952,0.004021737],"category_scores_gemma":[0.006160476,0.0009292588,0.001040602,0.0005310354,0.001266026,0.00119928,0.00171642,0.001500146,0.0005108149],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001250966,"about_ca_system_score_gemma":0.004840747,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01478735,"about_ca_topic_score_gemma":0.0179837,"domain_scores_codex":[0.9973177,0.001489784,0.0001244714,0.0001970755,0.0002366934,0.0006342254],"domain_scores_gemma":[0.9970931,0.0007334392,0.0005191736,0.0002462947,0.0004074003,0.001000626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.01184834,0.1300643,0.57476,0.002123215,0.0005471181,0.00303557,0.1517058,0.0005861958,0.009342381,0.0007600609,0.003251466,0.1119755],"study_design_scores_gemma":[0.01196463,0.15379,0.7606294,0.0005081226,0.0004826241,0.0008001899,0.05903667,0.001152011,0.002690647,0.0003540766,0.008422945,0.0001687395],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955641,0.00005403271,0.000173496,0.00009857592,0.000009148715,0.003556076,0.0001144206,0.00000660706,0.0004235628],"genre_scores_gemma":[0.9912628,0.0002115575,0.0016656,0.0002505949,0.00001969124,0.005727484,0.0001305968,0.000005212383,0.0007264391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01478735,"threshold_uncertainty_score":0.04143453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0728610629115694,"score_gpt":0.4241251899643144,"score_spread":0.351264127052745,"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."}}