{"id":"W2282043729","doi":"10.1080/13648470.2015.1079301","title":"Commentary on failure in HIV research","year":2015,"lang":"en","type":"article","venue":"Anthropology and Medicine","topic":"Ethics in Clinical Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Human immunodeficiency virus (HIV); Psychology; Medicine; Family medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06528673,0.001832976,0.004089345,0.003089414,0.01767796,0.0157621,0.01214611,0.1548837,0.01251273],"category_scores_gemma":[0.2630103,0.001853752,0.002701415,0.003625637,0.04124666,0.02240607,0.01465014,0.1468647,0.004357837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01530215,"about_ca_system_score_gemma":0.02704468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02028575,"about_ca_topic_score_gemma":0.02522472,"domain_scores_codex":[0.9407103,0.03192203,0.004848863,0.0046591,0.01208837,0.005771324],"domain_scores_gemma":[0.6329527,0.3128726,0.007627039,0.00524254,0.02180466,0.01950049],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000321832,0.000007284571,0.00008284567,0.0002334165,0.000026158,0.0002635146,0.001128348,0.00003519783,0.00002788403,0.0269701,0.9679105,0.003282587],"study_design_scores_gemma":[0.0001914182,0.00003079109,0.0004807396,0.003847786,0.0000866111,0.0005405709,0.003261117,0.0001275908,0.0001146245,0.0623662,0.9288606,0.00009194811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005944033,0.002445048,0.00003763212,0.9699322,0.02667007,0.000002561027,0.00001007389,0.000002791458,0.0008401442],"genre_scores_gemma":[0.001779797,0.001007876,0.00006185743,0.9569801,0.03904277,0.0000231738,0.00000864427,0.0000171527,0.001078715],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9347132,"threshold_uncertainty_score":0.3452733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6255637494314829,"score_gpt":0.66960306591184,"score_spread":0.04403931648035719,"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."}}