{"id":"W1986732741","doi":"10.1097/coh.0b013e32801682e2","title":"Resistance and viral subtypes: how important are the differences and why do they occur?","year":2007,"lang":"en","type":"article","venue":"Current Opinion in HIV and AIDS","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Resistance (ecology); Computational biology; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002105847,0.0004060829,0.00278177,0.0007231082,0.0002156449,0.001592947,0.0007181687,0.001166377,0.001785697],"category_scores_gemma":[0.005582201,0.0002115145,0.000601397,0.001464496,0.0007826501,0.001977604,0.0003510868,0.001075773,0.001215658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006276643,"about_ca_system_score_gemma":0.0009822058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001535672,"about_ca_topic_score_gemma":0.001140538,"domain_scores_codex":[0.9987369,0.000496175,0.0001813617,0.0001881073,0.0003213319,0.00007615848],"domain_scores_gemma":[0.9970384,0.001660923,0.0006380962,0.00007518242,0.0004966679,0.00009066662],"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":[0.0003812262,0.00003533277,0.01365718,0.01457042,0.0003114289,0.0009943233,0.0002915543,0.0004549888,0.002172538,0.003579723,0.01908399,0.9444672],"study_design_scores_gemma":[0.000116754,0.0006440345,0.1028694,0.01983226,0.001663696,0.02808665,0.00249616,0.001150003,0.003857536,0.02237271,0.8167681,0.0001425083],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002630256,0.9924712,0.0004256205,0.003103741,0.0004194159,0.0000105774,0.00005233133,0.000009758302,0.0008770734],"genre_scores_gemma":[0.02297164,0.9715587,0.0007645143,0.002063427,0.001495007,0.00001949344,0.00008376532,0.00001657439,0.001026874],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00278177,"threshold_uncertainty_score":0.01113689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03087948621488564,"score_gpt":0.2962092892393279,"score_spread":0.2653298030244423,"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."}}