{"id":"W2003362742","doi":"10.1016/j.vaccine.2003.10.031","title":"HIV risk and prevention in a post-vaccine context","year":2003,"lang":"en","type":"article","venue":"Vaccine","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"UCLA AIDS Institute","keywords":"Context (archaeology); Virology; Medicine; Human immunodeficiency virus (HIV); Immunology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000386076,0.0001061919,0.0002335632,0.0002586433,0.00004925552,0.00001550475,0.00004217576,0.00005705474,0.00220717],"category_scores_gemma":[0.0008684701,0.00008675154,0.00008299483,0.000268375,0.00000517462,0.0001066824,0.00002366998,0.0002454815,0.0001608545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003992915,"about_ca_system_score_gemma":0.00005347775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001805655,"about_ca_topic_score_gemma":0.0008449202,"domain_scores_codex":[0.9990003,0.0001278962,0.0002780312,0.0002135271,0.0001306567,0.0002496316],"domain_scores_gemma":[0.9994126,0.00004812217,0.00005078109,0.0002124261,0.0001071044,0.0001689419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001024823,0.001013502,0.6586121,0.0002053923,0.0001800763,0.000116744,0.0004990454,0.000001148345,0.01001449,0.002613552,0.08195096,0.2437681],"study_design_scores_gemma":[0.02484224,0.008894471,0.8237627,0.0007860616,0.0001697993,0.0003442638,0.001382705,0.001025523,0.005555768,0.002103175,0.1307953,0.0003380365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871024,0.002473166,0.0009910744,0.001810137,0.00002695834,0.0005180218,0.00001865598,0.00003319899,0.007026379],"genre_scores_gemma":[0.9667853,0.000564656,0.0004053085,0.0001152275,0.00004250507,0.00003167095,0.00003780668,0.00001537097,0.03200212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2434301,"threshold_uncertainty_score":0.998705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0151683810603399,"score_gpt":0.3149426850365422,"score_spread":0.2997743039762022,"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."}}