{"id":"W4406418553","doi":"10.1016/j.yped.2012.10.006","title":"10.1016/j.yped.2012.10.006","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"HIV/AIDS drug development and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Nevirapine; Lopinavir/ritonavir; Lopinavir; Ritonavir; Virology; Human immunodeficiency virus (HIV); Antiretroviral therapy; Viral load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006519837,0.001108779,0.0005232687,0.001686305,0.0009680912,0.003312538,0.0009911197,0.003906495,0.9246247],"category_scores_gemma":[0.001428337,0.0004007484,0.0005255493,0.0008160314,0.000912339,0.002525397,0.001533164,0.001544917,0.9077665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007563399,"about_ca_system_score_gemma":0.00110502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001971844,"about_ca_topic_score_gemma":0.002107035,"domain_scores_codex":[0.999741,0.00002226022,0.00001871191,0.00007131714,0.00008091871,0.00006576964],"domain_scores_gemma":[0.9991491,0.000135695,0.0001063925,0.00006837858,0.0001550771,0.0003853802],"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":[0.0001829592,0.0002425488,0.002846945,0.0004061974,0.00002339675,0.0003055326,0.0001175439,0.0002196786,0.0008296248,0.006437656,0.3333965,0.6549914],"study_design_scores_gemma":[0.00002764704,0.00006305477,0.002092782,0.0005109889,0.00001589137,0.001386891,0.0001677882,0.0001367983,0.0002954786,0.002365006,0.9929241,0.00001350815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002557941,0.008705583,0.002142868,0.005053925,0.001704046,0.00007179216,0.002275827,0.001713099,0.975775],"genre_scores_gemma":[0.007157649,0.003215435,0.001770734,0.001525135,0.0003829376,0.00004364198,0.001340672,0.0002320563,0.9843318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07537526,"threshold_uncertainty_score":0.1075137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006316334489283993,"score_gpt":0.1941970036073743,"score_spread":0.1878806691180903,"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."}}