{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02146298,0.00188265,0.001078878,0.002612363,0.01014158,0.01770554,0.004660654,0.01035018,0.0308112],"category_scores_gemma":[0.01848269,0.0007368336,0.001610501,0.002864034,0.01080847,0.005430069,0.00932578,0.01566539,0.008962627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07041301,"about_ca_system_score_gemma":0.2683221,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6538545,"about_ca_topic_score_gemma":0.8047815,"domain_scores_codex":[0.9796122,0.002771728,0.0004834138,0.001025978,0.01121737,0.004889323],"domain_scores_gemma":[0.9761972,0.001208913,0.0003819149,0.0003978924,0.008266452,0.01354757],"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":[0.00002379327,0.00002333324,0.000163904,0.0001770031,0.00001021262,0.00007732448,0.0005909224,0.00005327932,0.0001271862,0.006597773,0.9668226,0.02533264],"study_design_scores_gemma":[0.00000668004,0.000007806661,0.0004217175,0.0001622377,0.000005603858,0.00003271033,0.0009061661,0.0000169599,0.00004783605,0.0009186072,0.9974561,0.00001747323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.0008410561,0.08724573,0.001203245,0.7823386,0.08350231,0.000231111,0.0004123512,0.0001928294,0.04403285],"genre_scores_gemma":[0.04819579,0.2124372,0.01045605,0.3434806,0.02548301,0.001008709,0.00214475,0.0005145093,0.3562793],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.3461455,"threshold_uncertainty_score":0.696368,"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."}}