{"id":"W4281737665","doi":"10.1016/j.cjca.2022.06.003","title":"The Interpretation of Toxicology Screening Tests for Substances With Abuse Potential: A Primer for the Cardiovascular Specialist","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Drugs of abuse; Interpretation (philosophy); Test (biology); Screening test; Medical physics; Toxicology; Drug; Family medicine; Pharmacology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.03076598,0.001805917,0.002974805,0.005612887,0.003693256,0.01008537,0.005412128,0.02316895,0.003623892],"category_scores_gemma":[0.05145829,0.001671584,0.002281039,0.001496691,0.01009064,0.01591717,0.006969565,0.03346046,0.003412137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004160432,"about_ca_system_score_gemma":0.01362816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005723339,"about_ca_topic_score_gemma":0.01017502,"domain_scores_codex":[0.9802991,0.008973923,0.003383117,0.001320084,0.005097606,0.0009261933],"domain_scores_gemma":[0.9437017,0.03501204,0.001795995,0.001457015,0.01202133,0.006011928],"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":[0.000186689,0.001359088,0.02171361,0.003646119,0.0001606751,0.02292921,0.01511757,0.001665598,0.005146217,0.03365212,0.3986924,0.4957307],"study_design_scores_gemma":[0.0001062205,0.0008125181,0.01267225,0.0178802,0.0001380398,0.1024148,0.01950218,0.002664519,0.001232971,0.082173,0.7598092,0.0005940947],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.002846365,0.1685023,0.05703529,0.7406416,0.01446459,0.0002897991,0.0001172777,0.0004413181,0.01566145],"genre_scores_gemma":[0.06792972,0.2458897,0.2270609,0.3653348,0.08244948,0.001253379,0.0003663407,0.0004355111,0.009280275],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03076598,"threshold_uncertainty_score":0.162708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0497109320836656,"score_gpt":0.3427337902873042,"score_spread":0.2930228582036385,"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."}}