{"id":"W1995626592","doi":"10.1097/00002030-200411190-00011","title":"Factors associated with a decrease in the prevalence of drug resistance in newly HIV-1 infected individuals in Montreal","year":2004,"lang":"en","type":"article","venue":"AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre Hospitalier de l’Université de Montréal; McGill University; McGill University Health Centre","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Viral load; Genotyping; Medicine; Drug resistance; Internal medicine; Transmission (telecommunications); Human immunodeficiency virus (HIV); Young adult; HIV drug resistance; Retrospective cohort study; Antiretroviral therapy; Immunology; Genotype; Biology; Genetics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003318438,0.0002798889,0.0001967636,0.0007222394,0.0007000644,0.0006465526,0.0005455543,0.0003094167,0.001819319],"category_scores_gemma":[0.001699436,0.0002028202,0.0002059878,0.0009525329,0.0004049381,0.0002559915,0.0003281961,0.000425424,0.0001085588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003717461,"about_ca_system_score_gemma":0.00202421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7631319,"about_ca_topic_score_gemma":0.7647148,"domain_scores_codex":[0.9996868,0.0000446376,0.00001853698,0.00007179463,0.00008283963,0.00009534429],"domain_scores_gemma":[0.9986718,0.00006928344,0.0007282052,0.00003022443,0.0002324762,0.0002679745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003765433,0.0000111898,0.9973883,0.00001025985,0.0000248405,0.00007180451,0.00009531713,0.0000529425,0.0003989744,0.00001254939,0.0001705934,0.001725532],"study_design_scores_gemma":[0.000002058737,0.00002064032,0.9996942,0.000002848955,0.000005236573,0.00004485762,0.00005009955,0.00005446979,0.00002048786,0.000001697426,0.0001017961,0.0000016319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981017,0.0004418541,0.00006452621,0.0001904331,0.000005129392,0.00002064241,0.0005487532,0.00001042462,0.0006166701],"genre_scores_gemma":[0.9994061,0.0001167869,0.00006117659,0.00003133149,0.000006029034,0.000003980443,0.0002204945,0.000001523108,0.0001526172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2368681,"threshold_uncertainty_score":0.4765262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01477238529968409,"score_gpt":0.2445255957273308,"score_spread":0.2297532104276467,"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."}}