{"id":"W1964069200","doi":"10.1371/journal.pone.0023654","title":"Impact of Collection Method on Assessment of Semen HIV RNA Viral Load","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; Maple Leaf Medical Clinic; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Semen; Viral load; Semen collection; Lentivirus; Andrology; Human immunodeficiency virus (HIV); Medicine; Virology; Immunology; Biology; Viral disease; Artificial insemination; Pregnancy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01282446,0.0008677511,0.0007924507,0.001066586,0.0005015979,0.001907504,0.001096268,0.0008910469,0.002286167],"category_scores_gemma":[0.03304341,0.0004399465,0.0006215047,0.000996161,0.0009248529,0.0008506578,0.0009996855,0.0008442944,0.0008030212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006068904,"about_ca_system_score_gemma":0.000697649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001666186,"about_ca_topic_score_gemma":0.002279446,"domain_scores_codex":[0.9786515,0.01276816,0.001548045,0.001499639,0.005148241,0.0003844814],"domain_scores_gemma":[0.9635664,0.02748914,0.003379086,0.002064637,0.003167224,0.0003334426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02802958,0.002325084,0.3955864,0.00399318,0.001506353,0.0009233062,0.001916343,0.002572833,0.302034,0.0005623759,0.002544717,0.2580059],"study_design_scores_gemma":[0.0004557471,0.03182195,0.6055104,0.001124453,0.001793205,0.004223824,0.001331673,0.009778655,0.3277378,0.0004928064,0.01545565,0.0002739083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9285759,0.02341544,0.03614599,0.001353021,0.001126032,0.001862036,0.001387744,0.0006087858,0.005525122],"genre_scores_gemma":[0.9202096,0.004818756,0.06891167,0.0006628997,0.0003249264,0.0008621478,0.001181702,0.0002844898,0.002743843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01282446,"threshold_uncertainty_score":0.06782305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07068510505704892,"score_gpt":0.3393217588148684,"score_spread":0.2686366537578195,"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."}}