{"id":"W4223534895","doi":"10.1016/j.drugpo.2022.103674","title":"Reply commentary by Jalal and Burke","year":2022,"lang":"en","type":"article","venue":"International Journal of Drug Policy","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"National Institute on Drug Abuse","keywords":"Harm reduction; Blueprint; Public relations; Context (archaeology); Sociology; Public health; Political science; Medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.01193381,0.001292618,0.003096955,0.002097772,0.007464496,0.008562515,0.005412046,0.1132606,0.01679534],"category_scores_gemma":[0.08108126,0.001725859,0.002572814,0.002157339,0.006454836,0.00888382,0.005710278,0.09889825,0.0120866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008241116,"about_ca_system_score_gemma":0.01409629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02180037,"about_ca_topic_score_gemma":0.02832993,"domain_scores_codex":[0.9897574,0.003003293,0.00137177,0.001314946,0.002543797,0.002008717],"domain_scores_gemma":[0.9605017,0.02463948,0.002076317,0.000914675,0.006703048,0.005164633],"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":[0.00002022754,0.000007965178,0.0001128532,0.00004980597,0.00001383514,0.00009122734,0.0001027019,0.00001088747,0.00001672809,0.00111632,0.9974956,0.0009618052],"study_design_scores_gemma":[0.0001454352,0.00003306532,0.001099277,0.0008308824,0.00009695692,0.000367152,0.001463616,0.0001275742,0.0001385938,0.006498361,0.9890924,0.0001067234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00005799561,0.0005988046,0.0000132988,0.9817231,0.01714387,0.00000398964,0.00003858911,0.000004859216,0.0004153655],"genre_scores_gemma":[0.0005234646,0.0003896289,0.00002787903,0.985491,0.01197803,0.00002106162,0.00001353501,0.000008236561,0.001547094],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1132606,"threshold_uncertainty_score":0.0631128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02045821741203369,"score_gpt":0.3604896196743436,"score_spread":0.3400314022623099,"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."}}