{"id":"W6903454777","doi":"10.11575/prism/47294","title":"Strategies for Addressing Needle Debris Study (SANDS): A Content Analysis of Media Reports about Needle Debris and Discarded Drug Paraphernalia in Alberta, Canada","year":2024,"lang":"en","type":"other","venue":"Open MIND","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Harm reduction; Debris; Content analysis; Paraphernalia; Harm; Government (linguistics); Law enforcement","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":[0.004601475,0.0004134816,0.0003407903,0.01398048,0.003558923,0.003243468,0.000933985,0.0004535559,0.001940434],"category_scores_gemma":[0.01513151,0.0002871266,0.0003974602,0.01508852,0.001456719,0.0009839418,0.001788599,0.0005800386,0.0001762655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02256174,"about_ca_system_score_gemma":0.04972325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8838683,"about_ca_topic_score_gemma":0.9394999,"domain_scores_codex":[0.997847,0.0003572415,0.0002363606,0.0001273175,0.001142599,0.0002895514],"domain_scores_gemma":[0.9801896,0.006990657,0.003795574,0.0002744213,0.007403404,0.001346413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004062898,0.0003126661,0.4969292,0.009644236,0.0002259898,0.002294611,0.2613678,0.000237392,0.004529517,0.00159385,0.02966602,0.1927925],"study_design_scores_gemma":[0.00002820233,0.0001033699,0.7516623,0.003606628,0.0002350173,0.0002879074,0.1832213,0.0003512906,0.001143671,0.0001368255,0.05915058,0.00007297806],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949584,0.007845211,0.0008048518,0.003676573,0.0001454342,0.001893288,0.01824285,0.0001102421,0.01769757],"genre_scores_gemma":[0.9577819,0.01493886,0.006158866,0.001730544,0.0001865576,0.001712132,0.01017603,0.00006661755,0.007248449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1161317,"threshold_uncertainty_score":0.2336313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09982261570405239,"score_gpt":0.3771573818422471,"score_spread":0.2773347661381947,"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."}}