{"id":"W4232560020","doi":"10.24124/2011/bpgub761","title":"\"People need to listen to us\": Empowering people living with HIV/AIDS through positive prevention.","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Human immunodeficiency virus (HIV); Psychology; Humanities; Art; Medicine; Virology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003577458,0.000363373,0.0003113529,0.0003797624,0.006103338,0.00470846,0.0005681471,0.001699234,0.003234533],"category_scores_gemma":[0.003115122,0.0003037288,0.0003190116,0.0003630285,0.005374408,0.003457877,0.003767122,0.006052251,0.00111251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177812,"about_ca_system_score_gemma":0.003612014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001847976,"about_ca_topic_score_gemma":0.005546126,"domain_scores_codex":[0.9980977,0.001334801,0.00003074757,0.00006446476,0.0002630347,0.0002092319],"domain_scores_gemma":[0.998665,0.0006463074,0.0001454473,0.00003441925,0.0001113643,0.0003974705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005603421,0.0004038681,0.003213803,0.001031976,0.00001548955,0.0004288707,0.7713875,0.00004236693,0.001126697,0.02161864,0.09163291,0.1090419],"study_design_scores_gemma":[0.00002496072,0.0003078676,0.006723772,0.001402222,0.00002185134,0.001023352,0.6787423,0.00006186717,0.0005591033,0.006111991,0.3049959,0.0000247156],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3176796,0.06515954,0.003837078,0.3627602,0.01147963,0.0008418931,0.0001536195,0.00009037968,0.237998],"genre_scores_gemma":[0.6775391,0.0718938,0.004548955,0.08855782,0.0014812,0.0009444843,0.0001045669,0.0001083867,0.1548217],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006103338,"threshold_uncertainty_score":0.01891965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01752501440729719,"score_gpt":0.3358486850542937,"score_spread":0.3183236706469965,"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."}}