{"id":"W3172624016","doi":"10.1097/cxa.0000000000000109","title":"Viruses, Variants, and Vaccines: Overcoming Despair","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Addiction","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virology; Addiction; Medicine; Psychology; Political science; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.01237665,0.0005176619,0.001168824,0.001501206,0.003572313,0.01056026,0.001396544,0.009077536,0.01913521],"category_scores_gemma":[0.02323273,0.0004331298,0.0004901376,0.001063843,0.01363307,0.01124522,0.005426869,0.01126284,0.004212125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004693598,"about_ca_system_score_gemma":0.01254604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730339,"about_ca_topic_score_gemma":0.0492838,"domain_scores_codex":[0.9949055,0.001868092,0.000251214,0.0003921287,0.001873552,0.0007095815],"domain_scores_gemma":[0.9820967,0.006932264,0.0009181665,0.001001824,0.003762587,0.005288528],"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":[0.0002098314,0.000143372,0.003383967,0.0005411665,0.00008241112,0.0004888815,0.001655097,0.0003151624,0.000891225,0.1465154,0.5620991,0.2836745],"study_design_scores_gemma":[0.00002760168,0.00009891812,0.001139545,0.0009523179,0.00001799441,0.0004482488,0.002545963,0.0001791234,0.0001833357,0.08076643,0.9136087,0.00003177794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001649528,0.1248003,0.001053765,0.8420874,0.01187054,0.00001361766,0.00006358045,0.00005534812,0.01840601],"genre_scores_gemma":[0.1127613,0.3569408,0.006227686,0.4209437,0.04717192,0.00006860706,0.0001781403,0.0001784676,0.0555293],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01913521,"threshold_uncertainty_score":0.06545478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03752435910261553,"score_gpt":0.2928102711543081,"score_spread":0.2552859120516926,"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."}}