{"id":"W2037008556","doi":"10.1080/15381500903396857","title":"Social and Behavioral Challenges of HIV Vaccines: Implications for Social Work and Social Science","year":2009,"lang":"en","type":"article","venue":"Journal of HIV/AIDS & Social Services","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"HIV vaccine; Human immunodeficiency virus (HIV); Clinical trial; Public relations; AIDS Vaccines; Medicine; Vaccine trial; Political science; Family medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0008212432,0.000203519,0.000662367,0.0003619492,0.001435787,0.0001095968,0.0003265428,0.0001828366,0.00003457438],"category_scores_gemma":[0.00003902533,0.0001803641,0.0003892632,0.0005639701,0.0004282002,0.0005358045,0.00008772226,0.0003589716,0.000001552206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001086354,"about_ca_system_score_gemma":0.0002461586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000107978,"about_ca_topic_score_gemma":0.00003419248,"domain_scores_codex":[0.9979226,0.00008331097,0.0007003922,0.0002571237,0.0005587282,0.0004778454],"domain_scores_gemma":[0.9980764,0.00007124201,0.0005732788,0.00008018663,0.001008323,0.0001905695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003211793,0.004096663,0.06563117,0.002050884,0.0007660588,0.00002339549,0.1138441,2.108011e-7,0.04440568,0.1301129,0.03736144,0.5984957],"study_design_scores_gemma":[0.00577109,0.004911199,0.9420961,0.0002734628,0.0008211944,0.00005823944,0.02266389,0.00001872275,0.0004971511,0.01124409,0.01124036,0.0004045311],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9389553,0.001612617,0.0001160487,0.05729136,0.00005166751,0.0003845847,0.0001076343,0.00002275958,0.001458016],"genre_scores_gemma":[0.9968884,0.00019083,0.0006388093,0.0001611238,0.001615212,0.00001252416,0.00001595103,0.00002008064,0.0004570602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8764649,"threshold_uncertainty_score":0.9998642,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05641946445190465,"score_gpt":0.4048798863884541,"score_spread":0.3484604219365495,"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."}}