{"id":"W2165344326","doi":"10.1258/095646204322916614","title":"High resistance to antiretroviral drugs: the Indian experience","year":2004,"lang":"en","type":"article","venue":"International Journal of STD & AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Drug resistance; HIV drug resistance; Acquired resistance; Human immunodeficiency virus (HIV); Internal medicine; Antiretroviral therapy; Virology; Viral load; Biology; Microbiology; Cancer","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":[0.0009274367,0.0004343638,0.0005384922,0.001379563,0.002318527,0.00234941,0.0007884064,0.0008271316,0.003101141],"category_scores_gemma":[0.002058753,0.0003920707,0.0004600364,0.003945637,0.001326157,0.001448233,0.001380173,0.002542081,0.0008809252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009648702,"about_ca_system_score_gemma":0.001918858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303016,"about_ca_topic_score_gemma":0.01288011,"domain_scores_codex":[0.998915,0.0002735895,0.0001008743,0.0001461412,0.0002379511,0.0003265005],"domain_scores_gemma":[0.9986241,0.00021378,0.0002772969,0.000182118,0.0002547164,0.000447983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006598951,0.002227223,0.535893,0.00102957,0.0002342589,0.06411747,0.02877232,0.0002065349,0.006257944,0.004870894,0.01313615,0.3425947],"study_design_scores_gemma":[0.0001798243,0.001756204,0.5095683,0.001307616,0.0005096209,0.3152126,0.03479758,0.0006161639,0.002423225,0.003226222,0.1300268,0.0003758981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998368,0.03087114,0.001310197,0.01061239,0.0007677726,0.0001967258,0.000264681,0.00009914414,0.05604116],"genre_scores_gemma":[0.961413,0.02960128,0.0005358107,0.004257313,0.0005767157,0.00004656188,0.0001299083,0.00003236808,0.003406972],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303016,"threshold_uncertainty_score":0.02590865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008349331459919038,"score_gpt":0.2822342153960939,"score_spread":0.2738848839361748,"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."}}