{"id":"W7073728580","doi":"","title":"New pandemics: HIV and AIDS, HCV and chronic hepatitis, Influenza virus and flu","year":2008,"lang":"en","type":"article","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Styrelsen för Internationellt Utvecklingssamarbete; Sanofi","keywords":"Pandemic; Virus; Epidemiology; Human immunodeficiency virus (HIV); Human mortality from H5N1; Influenza pandemic","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00004650434,0.0001713748,0.0001781755,0.00006858918,0.002005402,0.00002662355,0.00007293732,0.00007656848,0.00001884714],"category_scores_gemma":[0.000006161878,0.0001835197,0.0000443194,0.00007547876,0.0002208225,0.0003203096,0.0001482345,0.0001819028,0.000006566132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000348099,"about_ca_system_score_gemma":0.0005594514,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02408611,"about_ca_topic_score_gemma":0.00092295,"domain_scores_codex":[0.9992061,0.00002867394,0.0001354068,0.0002750351,0.0001548968,0.0001998606],"domain_scores_gemma":[0.9994237,0.00006082905,0.00008356999,0.0001316079,0.00005079112,0.0002494638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001404243,0.0000586271,0.9560258,0.00002006939,0.0001824382,0.0002099346,0.004301003,0.00003324105,0.02049062,0.008655795,0.000601028,0.009281053],"study_design_scores_gemma":[0.00637435,0.0004531436,0.5672982,0.000176438,0.0003746334,0.001200962,0.003877504,0.003436711,0.05012916,0.002974884,0.3623793,0.001324727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864587,0.008389516,0.0007105749,0.00004566516,0.00006886856,0.000113519,0.00005810939,0.00002763871,0.00412738],"genre_scores_gemma":[0.9942399,0.001256874,0.001278071,0.00007751604,0.000249046,0.000003383559,0.00002311841,0.00001143821,0.002860693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3887276,"threshold_uncertainty_score":0.9992939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006771952158822825,"score_gpt":0.1812918497938653,"score_spread":0.1745198976350425,"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."}}