{"id":"W2034353644","doi":"10.1097/01.aids.0000050786.28043.62","title":"Candidate HIV/AIDS vaccines: lessons learned from the World's first phase III efficacy trials.","year":2003,"lang":"en","type":"review","venue":"PubMed","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Clinical trial; Vaccine trial; HIV vaccine; Vaccine efficacy; AIDS Vaccines; Immunology; Internal medicine; Virology; Vaccination","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001948302,0.0007215436,0.003186214,0.0002746547,0.0005748927,0.0001132699,0.0008984533,0.0005064425,0.00264371],"category_scores_gemma":[0.001252803,0.0003899341,0.001125206,0.0005978264,0.0001942342,0.00006079032,0.0001922664,0.001116054,0.004095136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002440938,"about_ca_system_score_gemma":0.0003627971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003068411,"about_ca_topic_score_gemma":0.0008646229,"domain_scores_codex":[0.993634,0.003014041,0.001134346,0.0008641484,0.0001024385,0.001250996],"domain_scores_gemma":[0.9932898,0.004735684,0.0005847301,0.001183946,0.00005447748,0.0001513052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002443036,0.0004730586,0.000006028879,0.0002106947,0.003250155,0.00004089272,0.00005902676,9.329526e-8,3.771095e-7,0.0001051876,0.08560899,0.9100012],"study_design_scores_gemma":[0.01089847,0.00005322045,0.00004233409,0.0005664527,0.002340947,0.00002419843,0.00002245611,2.172443e-8,0.00001264543,0.00002852786,0.9856493,0.000361392],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003554437,0.9871982,0.00001104203,0.001200667,0.0009715657,0.004707563,0.003584791,0.00009373607,0.002196835],"genre_scores_gemma":[0.0001962971,0.9324607,0.00000971233,0.00007265574,0.000234105,0.007721302,0.007425938,0.00007209147,0.05180725],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9096398,"threshold_uncertainty_score":0.9998553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.156749170336747,"score_gpt":0.3820466957736211,"score_spread":0.2252975254368741,"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."}}