{"id":"W7096052702","doi":"","title":"Objective","year":2010,"lang":"en","type":"article","venue":"","topic":"Irish and British Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Drug resistance; Drug; Observational study; Population; Human immunodeficiency virus (HIV); HIV drug resistance; Incidence (geometry)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001845986,0.0003779121,0.0001993593,0.0005908069,0.001391772,0.001644402,0.0009430755,0.0005016029,0.06390972],"category_scores_gemma":[0.003747117,0.00009977169,0.0001888787,0.0008989709,0.0008792953,0.0007405818,0.001469709,0.0005621639,0.01338916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002234266,"about_ca_system_score_gemma":0.008902581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05965784,"about_ca_topic_score_gemma":0.1151294,"domain_scores_codex":[0.9985551,0.0002229481,0.00006499753,0.0001788028,0.0006489054,0.0003292544],"domain_scores_gemma":[0.9978825,0.0002009325,0.0002911325,0.000127557,0.00112925,0.000368595],"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":[0.0003011261,0.0002256144,0.2046696,0.001316556,0.00003664631,0.0005784326,0.004416998,0.0002799116,0.001285912,0.07415082,0.2394107,0.4733277],"study_design_scores_gemma":[0.00004367794,0.0001281325,0.1413355,0.001365304,0.00003509096,0.001007218,0.007785675,0.0001322821,0.0006972694,0.008583479,0.8388643,0.00002221914],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1045446,0.004081048,0.005586361,0.01775275,0.0008693806,0.001063748,0.01173084,0.0002326758,0.8541385],"genre_scores_gemma":[0.4624666,0.006408395,0.01122442,0.0130209,0.0004412426,0.001122977,0.0101886,0.0001501074,0.4949768],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9360903,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009804398476373374,"score_gpt":0.298049371438155,"score_spread":0.2882449729617816,"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."}}