{"id":"W4239340685","doi":"10.1155/2013/849649","title":"Innovations to Address Complex Challenges: 22<sup>nd</sup> Annual Canadian Conference on HIV/AIDS Research","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV/AIDS Impact and Responses","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Virology; Medicine; Library science; Family medicine; Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007440909,0.0001767862,0.0004889269,0.001920271,0.0003780518,0.0001025345,0.0003481983,0.0002676936,0.005153839],"category_scores_gemma":[0.002277646,0.0001680938,0.00009172688,0.0004306811,0.0005073065,0.0001333258,0.00003279244,0.0005670404,0.0005296025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679015,"about_ca_system_score_gemma":0.002285996,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1013391,"about_ca_topic_score_gemma":0.153378,"domain_scores_codex":[0.9980759,0.0001540605,0.000624585,0.0002807895,0.00005718499,0.0008074545],"domain_scores_gemma":[0.9955634,0.0002655889,0.0001482952,0.0002033165,0.0004666877,0.003352648],"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":[0.0000992745,0.0002670664,0.1270165,0.0001056583,0.0004593775,0.0004872823,0.005864848,0.0000782432,0.0001724267,0.2372897,0.5833141,0.04484557],"study_design_scores_gemma":[0.001926176,0.002693033,0.1454085,0.0003184298,0.00002327459,0.0009431335,0.0041329,0.0001441844,0.000009625313,0.0113846,0.8323737,0.0006424816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554945,0.00311603,0.00006879412,0.02881048,0.0004069459,0.000348496,0.002204314,0.00001169156,0.009538746],"genre_scores_gemma":[0.9959395,0.0004086182,0.00003136736,0.002584855,0.0003365759,0.0000159881,0.00003523406,0.00001999759,0.0006278774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2490596,"threshold_uncertainty_score":0.9957556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879648809399917,"score_gpt":0.289559392342526,"score_spread":0.2307629042485269,"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."}}