{"id":"W4403058891","doi":"10.58931/cait.2023.3359","title":"Epinephrine auto-injectors in Canada: A review of available products and clinical proposals","year":2023,"lang":"en","type":"review","venue":"Canadian allergy & immunology today.","topic":"Poisoning and overdose treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Manitoba; Western University","funders":"","keywords":"Epinephrine; Medicine; Business; Political science; Anesthesia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001076474,0.0008791731,0.001482185,0.007982926,0.0006310167,0.001494515,0.00108535,0.001111996,0.005378842],"category_scores_gemma":[0.00205662,0.0004504693,0.0009862699,0.008974349,0.0006521878,0.001239978,0.000658277,0.001248535,0.001094998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003295565,"about_ca_system_score_gemma":0.009616729,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05555643,"about_ca_topic_score_gemma":0.1067584,"domain_scores_codex":[0.999423,0.00004794222,0.0001045077,0.00006269091,0.0003158799,0.00004603775],"domain_scores_gemma":[0.9983663,0.0006079816,0.0002489657,0.00002103911,0.0006482712,0.0001074188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001287086,0.00007275698,0.0003665238,0.1050444,0.0001506687,0.0002290078,0.0001857229,0.0002451016,0.0008284899,0.002651242,0.05140183,0.8386955],"study_design_scores_gemma":[0.00002791081,0.00009358554,0.002291507,0.03853096,0.0004373587,0.0007697579,0.0001404309,0.00007701757,0.0002316958,0.0005732744,0.9567952,0.000031216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006381825,0.9989956,0.00001848722,0.0001658692,0.0000744276,0.00000586366,0.00003644124,0.000003379658,0.000636132],"genre_scores_gemma":[0.0002822189,0.9992994,0.00006428082,0.0001124569,0.00003238907,0.000003663601,0.00002983554,7.657757e-7,0.0001750155],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9444436,"threshold_uncertainty_score":0.1104661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07244893500509501,"score_gpt":0.3306997236565978,"score_spread":0.2582507886515028,"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."}}