{"id":"W6939864023","doi":"10.6084/m9.figshare.26639812","title":"Additional file 1 of A rapid review of current engagement strategies with people who use drugs in monitoring and reporting on substance use-related harms","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Current (fluid); Controlled substance; MEDLINE; Data collection; Substance use","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004979008,0.0009977444,0.001280547,0.004495144,0.0009332609,0.001299014,0.001784098,0.001327183,0.9076093],"category_scores_gemma":[0.08770921,0.000746077,0.001284539,0.006486591,0.0002735855,0.002719529,0.001505566,0.001097091,0.157777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200985,"about_ca_system_score_gemma":0.003883213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01399531,"about_ca_topic_score_gemma":0.02403432,"domain_scores_codex":[0.997531,0.0007909181,0.0006309684,0.0003238145,0.0004892612,0.0002341227],"domain_scores_gemma":[0.8830055,0.09477756,0.006081168,0.002643,0.01215582,0.001337006],"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":[0.0001768616,0.00003489273,0.0006988462,0.004596821,0.00002576917,0.0000136793,0.00005071302,0.0001088547,0.00001193494,0.0004558741,0.9855573,0.008268526],"study_design_scores_gemma":[0.007235343,0.0003179848,0.03471708,0.02194044,0.000362842,0.0003076526,0.0008678242,0.0008565277,0.0002686029,0.01075561,0.9222155,0.0001545448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.000143852,0.00008187589,0.0002492512,0.0002852922,0.00004454182,0.0004750922,0.9955089,0.0001951308,0.003015981],"genre_scores_gemma":[0.01506213,0.001385936,0.009862153,0.003174344,0.0004050759,0.02042729,0.9056695,0.001304066,0.04270958],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9076093,"threshold_uncertainty_score":0.1317841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.123483873936922,"score_gpt":0.3333380977071522,"score_spread":0.2098542237702301,"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."}}