{"id":"W2955154","doi":"10.1051/medsci/20042010882","title":"Résistance du VIH aux antirétroviraux","year":2004,"lang":"fr","type":"review","venue":"médecine/sciences","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"Human immunodeficiency virus (HIV); Drug resistance; ANTIRETROVIRAL AGENTS; Antiretroviral therapy; Medicine; Intensive care medicine; Lentivirus; Drug; HIV drug resistance; Sida; Antiretroviral treatment; Virology; Viral load; Biology; Pharmacology; Viral disease; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001597229,0.001312371,0.002808338,0.0006746797,0.001331001,0.0002603351,0.001153818,0.0004696994,0.002761201],"category_scores_gemma":[0.0004630249,0.000939213,0.0008400814,0.002675899,0.00221574,0.0003640942,0.0002685282,0.0006100457,0.008749858],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001137579,"about_ca_system_score_gemma":0.006489684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001337789,"about_ca_topic_score_gemma":0.00005668693,"domain_scores_codex":[0.9930584,0.0002575802,0.001552229,0.001797017,0.00165045,0.001684263],"domain_scores_gemma":[0.9972996,0.0006079744,0.0006706882,0.0006925177,0.0001878983,0.0005413624],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007337958,0.004064994,0.05240287,0.03344181,0.00181564,0.003039366,0.001336049,0.00008368667,0.00003561029,0.1425583,0.0387223,0.722426],"study_design_scores_gemma":[0.002246021,0.0005739841,0.001204045,0.03825675,0.001556923,0.0003665292,0.0002446015,0.00004238574,0.00004611275,0.001165282,0.9533085,0.0009888555],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006972462,0.9337755,0.0002632071,0.007919188,0.003211835,0.001511395,0.00006971286,0.0001528407,0.05239908],"genre_scores_gemma":[0.002591492,0.9254206,0.006094717,0.0004149562,0.001665837,0.0001483984,0.0001146203,0.00008593359,0.06346347],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9145862,"threshold_uncertainty_score":0.9999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05596907197440448,"score_gpt":0.3489927962671112,"score_spread":0.2930237242927067,"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."}}