{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005614845,0.0001939201,0.0002524002,0.0002852528,0.001105583,0.00002345,0.000213966,0.0004697943,0.003611628],"category_scores_gemma":[0.0002185662,0.000195042,0.0001556988,0.0003569763,0.0004252021,0.0001223054,0.00002067848,0.0004534201,0.001231078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000204997,"about_ca_system_score_gemma":0.0003618645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01395982,"about_ca_topic_score_gemma":0.1168418,"domain_scores_codex":[0.9984981,0.0001400348,0.0003206383,0.0003481215,0.00006919687,0.0006238848],"domain_scores_gemma":[0.9984293,0.0005411326,0.0001121615,0.000250531,0.0002553529,0.000411527],"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":[0.0006352474,0.0006280387,0.01900434,0.00007131085,0.002403783,0.00005565597,0.001444302,0.001116747,0.0299751,0.08783236,0.818444,0.03838918],"study_design_scores_gemma":[0.0007114977,0.0001821702,0.0004407878,0.000006469825,0.0003291047,0.00002834953,0.000259745,0.008302176,0.01362748,0.001800444,0.9740757,0.0002360244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987062,0.001304997,0.005850912,0.06215494,0.01233992,0.001955496,0.00113967,0.0008334153,0.2157144],"genre_scores_gemma":[0.9652537,0.00008790366,0.001102707,0.004634389,0.00102017,0.0000913213,0.0001397648,0.00002795422,0.02764208],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2665475,"threshold_uncertainty_score":0.9995466,"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."}}