{"id":"W4214771552","doi":"10.1155/2010/923563","title":"New Challenges, New Commitments: 19th Annual Canadian Conference on HIV/AIDS Research","year":2010,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Medicine; Virology; Family medicine; Data science; Engineering ethics; Computer science; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01107546,0.002164523,0.001386484,0.00290531,0.003506265,0.009444584,0.00271107,0.006030323,0.09428549],"category_scores_gemma":[0.008185312,0.0006814779,0.0009437811,0.002293926,0.003533132,0.004598847,0.004975738,0.007273023,0.03029893],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01355324,"about_ca_system_score_gemma":0.05081063,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1791772,"about_ca_topic_score_gemma":0.3634135,"domain_scores_codex":[0.9947907,0.0005341756,0.0002137148,0.000431311,0.002850525,0.001179633],"domain_scores_gemma":[0.9871342,0.00058945,0.0002428538,0.0004172768,0.00588211,0.005734059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004164216,0.00002853988,0.0002755928,0.000226345,0.00001004311,0.00007064747,0.00006989436,0.00005607478,0.0003083081,0.001705207,0.9304308,0.06677685],"study_design_scores_gemma":[0.000005282685,0.000008475385,0.0005742389,0.0002136196,0.000005090347,0.00003646857,0.0001317731,0.00002314299,0.00003815595,0.0004599548,0.9984956,0.000008224415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.001328612,0.3019565,0.002600124,0.3105002,0.2583007,0.0004983077,0.001841178,0.0005694468,0.122405],"genre_scores_gemma":[0.01525424,0.2068116,0.005789802,0.05044314,0.05212126,0.0004419595,0.00311354,0.0004890847,0.6655353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9864467,"threshold_uncertainty_score":0.3562685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03076245984591133,"score_gpt":0.3336582505040808,"score_spread":0.3028957906581695,"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."}}