{"id":"W4231222912","doi":"10.1007/s40278-018-42530-x","title":"Canadian labelling updates for Alcaine, Concerta, Zoloft","year":2018,"lang":"en","type":"article","venue":"Reactions Weekly","topic":"Forensic Toxicology and Drug Analysis","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Labelling; Computer science; Chemistry; Biochemistry","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":[0.003397923,0.0006767333,0.0005710949,0.004135657,0.004392518,0.003803835,0.002349982,0.005572358,0.08267456],"category_scores_gemma":[0.01424238,0.0005873647,0.0009620261,0.002784422,0.001578122,0.001142628,0.0009020426,0.004974038,0.0223389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01743498,"about_ca_system_score_gemma":0.061357,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8254418,"about_ca_topic_score_gemma":0.9281542,"domain_scores_codex":[0.9946642,0.0003316495,0.0002548475,0.0002161042,0.003955214,0.0005779764],"domain_scores_gemma":[0.980496,0.00111295,0.0008351734,0.0004710848,0.01532151,0.001763288],"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":[0.00003930062,0.00003154489,0.00030154,0.00010769,0.000003897966,0.00007511322,0.00007518289,0.00007161807,0.0004026978,0.00195877,0.9605747,0.03635787],"study_design_scores_gemma":[0.00001003066,0.00001268311,0.001298023,0.00008652746,0.00000749629,0.00008720327,0.00006834508,0.00004463905,0.0002088069,0.0002077189,0.9979522,0.00001634775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006018337,0.01503688,0.004473651,0.1043842,0.03417757,0.0006624502,0.01146151,0.003807669,0.8199779],"genre_scores_gemma":[0.02718148,0.01305282,0.01175515,0.03971281,0.003336242,0.0001786766,0.007370398,0.0009051319,0.8965072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1745582,"threshold_uncertainty_score":0.3511724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08386943829438935,"score_gpt":0.4230863366831324,"score_spread":0.339216898388743,"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."}}