{"id":"W2888774865","doi":"10.14745/ccdr.v40i18a05f","title":"Principales conclusions émanant d'un système national de surveillance amélioré du VIH : 2010-2012","year":2014,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001840609,0.0008799221,0.001255148,0.0002950909,0.001125893,0.00008691348,0.0006795771,0.0004789053,0.001569689],"category_scores_gemma":[0.00119902,0.0008668074,0.0002546922,0.0007255214,0.001045465,0.0003297012,0.0001291319,0.000808164,0.0001078981],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004942141,"about_ca_system_score_gemma":0.01223019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.499355,"about_ca_topic_score_gemma":0.9550574,"domain_scores_codex":[0.9931647,0.0007542757,0.001187894,0.0009380424,0.001610086,0.002345007],"domain_scores_gemma":[0.9948527,0.001714531,0.0003456856,0.0007401923,0.0006626051,0.001684334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008621868,0.001314186,0.4525503,0.0374089,0.003103269,0.002136809,0.01584209,0.01093817,0.004471632,0.06996196,0.1633653,0.2380453],"study_design_scores_gemma":[0.002714135,0.0004414854,0.4780585,0.008522751,0.0004852101,0.0007327166,0.002764909,0.01313376,0.001206991,0.001200377,0.4894202,0.001318911],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6852637,0.1725446,0.0153203,0.02750815,0.009022092,0.002246826,0.002222945,0.0005072224,0.08536417],"genre_scores_gemma":[0.939988,0.0239486,0.002023721,0.0009697308,0.002501664,0.00007668178,0.0001686797,0.0001912629,0.03013167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4557024,"threshold_uncertainty_score":0.9993783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01978579164411836,"score_gpt":0.2630516114464337,"score_spread":0.2432658198023153,"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."}}