{"id":"W1954548185","doi":"10.1503/cmaj.080257","title":"Misrepresentation of science undermines HIV prevention","year":2008,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Misrepresentation; Human immunodeficiency virus (HIV); Pandemic; Medicine; Scientific evidence; Methadone; Coronavirus disease 2019 (COVID-19); Computer security; Internet privacy; Psychiatry; Family medicine; Computer science; Political science; Law; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":["metaresearch"],"category_scores_codex":[0.3133435,0.0007967429,0.001928572,0.01161435,0.009595426,0.02031112,0.003363597,0.01615246,0.003774877],"category_scores_gemma":[0.4517758,0.00113797,0.001271517,0.005341092,0.06511543,0.0147485,0.01589328,0.02165413,0.001192177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01703699,"about_ca_system_score_gemma":0.03652884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01060423,"about_ca_topic_score_gemma":0.009088159,"domain_scores_codex":[0.7748904,0.1087205,0.01678946,0.0128246,0.07878883,0.007986276],"domain_scores_gemma":[0.3738026,0.4551218,0.05002004,0.04750672,0.05823705,0.01531191],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003278574,0.000204623,0.02313122,0.001586206,0.0004340459,0.0006395412,0.02699245,0.000792997,0.001212802,0.679409,0.1117554,0.153514],"study_design_scores_gemma":[0.0001782939,0.0001946416,0.007414264,0.002343168,0.0003242594,0.0006428519,0.006139707,0.000974377,0.001660356,0.6291415,0.3508502,0.0001363978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01763156,0.0152326,0.004892227,0.8822032,0.006290755,0.00007440266,0.0001086647,0.00009956936,0.07346704],"genre_scores_gemma":[0.6094347,0.009197977,0.004269489,0.3596833,0.01231914,0.0001386468,0.0000864407,0.0001109192,0.004759254],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6866565,"threshold_uncertainty_score":0.8467697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867028512592049,"score_gpt":0.3446593469072221,"score_spread":0.3059890617813016,"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."}}