{"id":"W4205756976","doi":"10.1155/2007/165130","title":"CAHR 2007 ‐ Oral Sessions","year":2007,"lang":"en","type":"article","venue":"Canadian Journal of Infectious Diseases and Medical Microbiology","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Public Health","funders":"Canadian Institutes of Health Research; Ontario HIV Treatment Network; Canadian Foundation for AIDS Research","keywords":"Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001748306,0.001124152,0.0008822822,0.001238383,0.001352953,0.004398237,0.001886807,0.002474339,0.7670342],"category_scores_gemma":[0.001744129,0.0003896187,0.000753266,0.0008720128,0.0004148437,0.001272766,0.002191602,0.001517085,0.5481731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002043669,"about_ca_system_score_gemma":0.002587491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00757347,"about_ca_topic_score_gemma":0.01920199,"domain_scores_codex":[0.9991997,0.0001226422,0.00002909217,0.0001760627,0.0003512791,0.000121326],"domain_scores_gemma":[0.99885,0.0001238906,0.00005051739,0.0001297597,0.0005504902,0.0002953598],"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":[0.0002355431,0.0001198881,0.0002752056,0.0001195263,0.000009128869,0.00004872514,0.00002438134,0.0001977138,0.0003167193,0.001881377,0.9388454,0.05792639],"study_design_scores_gemma":[0.00004241584,0.00005887412,0.001264206,0.00009931281,0.000003847304,0.0000376711,0.00003378839,0.0002805983,0.000257773,0.0005590026,0.997352,0.00001052674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002070046,0.003769704,0.001461166,0.00603672,0.009012649,0.0005165462,0.01938618,0.002358011,0.9553889],"genre_scores_gemma":[0.004723636,0.001027121,0.0008707286,0.0006027652,0.0007436069,0.0001272735,0.005833154,0.0004576943,0.985614],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2329658,"threshold_uncertainty_score":0.3322974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006659455447868715,"score_gpt":0.257971246302651,"score_spread":0.2513117908547823,"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."}}