{"id":"W4410807520","doi":"10.1016/j.jacadv.2025.101818","title":"PHARMACICU","year":2025,"lang":"en","type":"editorial","venue":"JACC Advances","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; McGill University; McGill University Health Centre","funders":"","keywords":"Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.007719596,0.003815602,0.004175162,0.004628982,0.004539315,0.01249005,0.003395166,0.01932402,0.07180231],"category_scores_gemma":[0.0379202,0.001826086,0.003064499,0.002042004,0.002275834,0.003467931,0.003299274,0.02304199,0.05918187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004906495,"about_ca_system_score_gemma":0.006521882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003531804,"about_ca_topic_score_gemma":0.01263839,"domain_scores_codex":[0.9913359,0.00149824,0.000653193,0.0007341039,0.005064798,0.0007138495],"domain_scores_gemma":[0.9794109,0.00532206,0.001927263,0.0009208872,0.007139581,0.005279405],"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":[0.00001902322,0.0000102212,0.0000230631,0.00008114881,0.00001301341,0.0000413144,0.000004070642,0.000008308923,0.00001165329,0.0001789891,0.9952477,0.004361665],"study_design_scores_gemma":[0.0001154349,0.00001899593,0.0002018576,0.0003480519,0.000053872,0.00008754795,0.00002249777,0.00008373785,0.00004024842,0.0008091594,0.9982057,0.00001300772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004608383,0.004702858,0.0001038147,0.06891784,0.9152149,0.00004974754,0.0001238517,0.0001196989,0.01072116],"genre_scores_gemma":[0.0005975682,0.00440507,0.0001470733,0.05633659,0.8934938,0.00007111931,0.0001003989,0.00006784479,0.04478056],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.07180231,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05548852762689622,"score_gpt":0.4700928792582417,"score_spread":0.4146043516313455,"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."}}