{"id":"W2289015004","doi":"10.14288/1.0066162","title":"Using genotypic and phenotypic methods to determine the HIV co-receptor phenotype in the clinical setting","year":2007,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Phenotype; Genotype; Genetics; Human immunodeficiency virus (HIV); Biology; Gene; Virology","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":[0.006119242,0.0008542842,0.0006505846,0.001358884,0.0002043233,0.002015116,0.0005924363,0.000690299,0.001111433],"category_scores_gemma":[0.01873616,0.0002009242,0.0004525177,0.001163738,0.0004333598,0.0007401099,0.0006263942,0.0009722511,0.0008671721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003181318,"about_ca_system_score_gemma":0.0005127821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001220083,"about_ca_topic_score_gemma":0.001518,"domain_scores_codex":[0.9956092,0.002192695,0.0003717661,0.0006652561,0.001034485,0.0001266387],"domain_scores_gemma":[0.9903448,0.005510563,0.001971945,0.0006223736,0.001377013,0.0001733047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008250675,0.0002519526,0.817445,0.0002643969,0.0004197155,0.0001987186,0.0002308648,0.01307694,0.01038725,0.0005957753,0.001182351,0.155122],"study_design_scores_gemma":[0.0001014808,0.00289048,0.6192318,0.0003417644,0.0005022504,0.003301646,0.000893411,0.3291821,0.03179656,0.004379401,0.00721633,0.0001627213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8790565,0.002388862,0.1074459,0.0009936074,0.0002232247,0.0003344969,0.001909043,0.00049446,0.007153864],"genre_scores_gemma":[0.9593604,0.0006895448,0.03786371,0.0001737866,0.00007169922,0.00007756225,0.0007982239,0.00002391754,0.0009412429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006119242,"threshold_uncertainty_score":0.03236198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04120977553914067,"score_gpt":0.3169127966908576,"score_spread":0.275703021151717,"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."}}