{"id":"W2473126964","doi":"10.1089/aid.2014.5331.abstract","title":"Gay Men Involved in HIV: Their Concerns and Hopes about PrEP","year":2014,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Aboriginal Affairs Northern Dev Canada","funders":"","keywords":"Human immunodeficiency virus (HIV); Library science; Medicine; Virology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001717827,0.0001695619,0.0003753698,0.0006451972,0.0003266699,0.0001692075,0.0001939443,0.0001059839,0.0006092246],"category_scores_gemma":[0.0009891023,0.0001282051,0.00007226904,0.0003216991,0.0009293134,0.0002383516,0.0002766177,0.0006964227,0.00006432272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007756773,"about_ca_system_score_gemma":0.00009616884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847406,"about_ca_topic_score_gemma":0.001507702,"domain_scores_codex":[0.9974784,0.0004139103,0.0003175911,0.0004514767,0.0005624261,0.0007761833],"domain_scores_gemma":[0.9983984,0.0003805785,0.0000362467,0.0004051472,0.000256704,0.0005228921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004557355,0.0004361817,0.8122408,0.000475124,0.0001343961,0.00003218828,0.001284326,1.067031e-7,0.0328025,0.02547264,0.09895265,0.02771335],"study_design_scores_gemma":[0.006067262,0.0246699,0.8167757,0.001306071,0.00002582223,0.00001761377,0.002610393,0.0002873018,0.01265767,0.01017439,0.1249911,0.0004168098],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9566903,0.001765485,0.00004463352,0.0004984661,0.000009560807,0.0005339884,0.00003538883,0.00004494117,0.04037727],"genre_scores_gemma":[0.9738085,0.001264011,0.0001337134,0.0001088303,0.0002956174,0.00008630499,0.00003248231,0.00002794058,0.02424256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02729654,"threshold_uncertainty_score":0.6670582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.110741874864482,"score_gpt":0.4145954631673412,"score_spread":0.3038535883028592,"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."}}