{"id":"W4362671826","doi":"10.3389/frhs.2023.1113163","title":"The need for sharps boxes to be offered in the hospital setting for people who use substances: Removing sharps boxes puts all of us at risk","year":2023,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; St Joseph's Health Care; Victoria Hospital; St. Joseph's Hospital; London Health Sciences Centre; Lawson Health Research Institute; Western University","funders":"Health Canada","keywords":"Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00356161,0.0002913872,0.000847971,0.0003768183,0.0006315408,0.00008381151,0.0004579864,0.0001855297,0.000003981972],"category_scores_gemma":[0.0008171233,0.0002081412,0.0001774584,0.0009106633,0.00004740968,0.0002597424,0.0001008795,0.0003648608,0.000002638169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005263708,"about_ca_system_score_gemma":0.0002558618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01184298,"about_ca_topic_score_gemma":0.06176366,"domain_scores_codex":[0.9963281,0.0003710291,0.001200476,0.0005519061,0.0004627864,0.001085761],"domain_scores_gemma":[0.9955858,0.002559223,0.0006735477,0.0006318499,0.0003470092,0.0002025717],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001577374,0.00007569483,0.9008275,0.008147354,0.00008819799,0.000005327364,0.06018353,0.0005593604,0.00001971987,0.0001216709,0.02352741,0.004866857],"study_design_scores_gemma":[0.004814031,0.001432536,0.7542574,0.002506255,0.00008206878,0.00000585324,0.06380869,0.0883348,0.00007925265,0.001002539,0.08328449,0.0003921052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293355,0.003423844,0.0004165011,0.05704055,0.002187353,0.006911808,0.0005580202,0.000112592,0.00001385614],"genre_scores_gemma":[0.9742056,0.001884301,0.007600492,0.01309695,0.0005480822,0.001936421,0.0003635017,0.0001057997,0.0002588716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1465701,"threshold_uncertainty_score":0.9947373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398214513409117,"score_gpt":0.3118103165060842,"score_spread":0.287828171371993,"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."}}