{"id":"W6958429500","doi":"10.6084/m9.figshare.20066248","title":"Misuse of Prescription Medications among Individuals with Mobility Disability","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Microbial Metabolic Engineering and Bioproduction","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical prescription; Quarter (Canadian coin); Psychological intervention; Logistic regression; National Health Interview Survey; Affect (linguistics); Depression (economics); Prescription Drug Misuse","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":[0.000252429,0.0001205972,0.0001858366,0.0005539163,0.0003140117,0.0003729327,0.0001444989,0.0001864093,0.00312435],"category_scores_gemma":[0.001631818,0.00009406083,0.0003779096,0.0007440673,0.000115551,0.0002989259,0.0004477094,0.0002694822,0.0002922642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001719169,"about_ca_system_score_gemma":0.0002352627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005399254,"about_ca_topic_score_gemma":0.01029193,"domain_scores_codex":[0.9997336,0.00006851039,0.00003137358,0.00004460114,0.00006605377,0.00005591676],"domain_scores_gemma":[0.9994869,0.0000634662,0.0003154741,0.00003264219,0.00004988127,0.00005150189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004523681,0.00004189974,0.9901204,0.00002760339,0.00003542463,0.00006606361,0.00007286763,0.00002815133,0.0001566028,0.00002850567,0.0002671395,0.009110149],"study_design_scores_gemma":[0.000002152422,0.00005046054,0.9989884,0.00001931967,0.00001911731,0.0001741517,0.0001522728,0.0001704329,0.00006244114,0.00003135773,0.0003272896,0.000002572674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971976,0.0003573722,0.0001665732,0.0002055247,0.000005196065,0.00001914672,0.001125309,0.000004870989,0.0009183333],"genre_scores_gemma":[0.9986008,0.0003427781,0.0002031848,0.00005217924,0.000006705083,0.00001318405,0.0004131065,0.000001003424,0.0003671127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005399254,"threshold_uncertainty_score":0.01073563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01196786949884334,"score_gpt":0.2355288611911783,"score_spread":0.223560991692335,"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."}}