{"id":"W7097946487","doi":"","title":"COMMENTARY The failed HIV Merck vaccine study: a step back","year":2013,"lang":"en","type":"article","venue":"","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"HIV vaccine; Immunity; Vaccine trial; Clinical trial; DNA vaccination; AIDS Vaccines; Human immunodeficiency virus (HIV); Immune system; Virus","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":[0.01529645,0.001937661,0.002991479,0.001674781,0.002770099,0.004130567,0.008463691,0.03908122,0.01389828],"category_scores_gemma":[0.06923447,0.00124853,0.002133663,0.001364535,0.005307362,0.006842958,0.002012888,0.04618041,0.01225896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005503404,"about_ca_system_score_gemma":0.007198687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007135461,"about_ca_topic_score_gemma":0.007422324,"domain_scores_codex":[0.9924154,0.002391463,0.0009456692,0.001078119,0.002660968,0.0005084256],"domain_scores_gemma":[0.9404776,0.03373416,0.002802561,0.001502497,0.01605556,0.005427622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003140286,0.000006966481,0.00003489404,0.0001755662,0.0000124592,0.0001177182,0.00002328656,0.00001728236,0.00002731843,0.0005073283,0.9958305,0.003215249],"study_design_scores_gemma":[0.0001473047,0.00007731479,0.0003582047,0.002090434,0.00006599161,0.000743634,0.0001898393,0.0001573499,0.0002292298,0.004285316,0.991578,0.00007741735],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001156399,0.00470878,0.000189417,0.786582,0.2068934,0.00003351863,0.0002113602,0.00009968335,0.001166181],"genre_scores_gemma":[0.001012073,0.002819184,0.0002164844,0.832063,0.1612287,0.00004911648,0.00006543791,0.00004691078,0.002499108],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03908122,"threshold_uncertainty_score":0.08089638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01403586743102128,"score_gpt":0.2579510378935932,"score_spread":0.2439151704625719,"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."}}