{"id":"W1574462118","doi":"10.1136/bmj.333.7558.87","title":"Acute exacerbations","year":2006,"lang":"fr","type":"review","venue":"BMJ","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Public health; Family medicine; Population; Transmission (telecommunications); Research ethics; Environmental health; Gerontology; Nursing; Psychiatry","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":[0.0006711191,0.0008098153,0.001481156,0.001044481,0.00187065,0.002600919,0.001040773,0.001785205,0.1729762],"category_scores_gemma":[0.00467003,0.0002552694,0.001399094,0.001143865,0.0003970119,0.001382391,0.001900246,0.002787374,0.05500717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224049,"about_ca_system_score_gemma":0.003271444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006729355,"about_ca_topic_score_gemma":0.007885763,"domain_scores_codex":[0.9986485,0.0001778591,0.0002168056,0.0002267335,0.0003345275,0.0003956083],"domain_scores_gemma":[0.9982389,0.0002045091,0.0002794306,0.0001462896,0.0005467193,0.0005841516],"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":[0.001424792,0.0005256338,0.03630564,0.003099169,0.0003054554,0.01542505,0.000543065,0.0004607639,0.001473722,0.01042252,0.5590605,0.3709537],"study_design_scores_gemma":[0.0004998423,0.0004024706,0.03384637,0.005198434,0.0002251609,0.03226697,0.001103159,0.0008172754,0.000646814,0.01245196,0.9124582,0.00008327443],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.03928158,0.09583312,0.009367477,0.04188454,0.01514255,0.002689992,0.02192353,0.002269771,0.7716074],"genre_scores_gemma":[0.4563622,0.06859909,0.01022914,0.06402296,0.02070252,0.00238672,0.04449882,0.001048734,0.3321499],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1729762,"threshold_uncertainty_score":0.5786631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07573010093456257,"score_gpt":0.4461630838666415,"score_spread":0.3704329829320789,"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."}}