{"id":"W2611932324","doi":"10.1001/jamainternmed.2017.1435","title":"Missed Opportunities for Deprescription","year":2017,"lang":"en","type":"article","venue":"JAMA Internal Medicine","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; MEDLINE; Intensive care medicine; Family medicine; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003520182,0.0001190392,0.0002760643,0.00006623618,0.0001675187,0.00006549267,0.0001956725,0.00006583372,0.0004983016],"category_scores_gemma":[0.003005473,0.00008066213,0.00008650093,0.00001159337,0.0001756484,0.0003215942,0.0000473201,0.0002122051,0.00001938192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003626399,"about_ca_system_score_gemma":0.00002985739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001846396,"about_ca_topic_score_gemma":0.000004386909,"domain_scores_codex":[0.9991074,0.00002008924,0.0002658148,0.0001642118,0.0002545475,0.0001879865],"domain_scores_gemma":[0.9987504,0.0002698827,0.0002268274,0.0003596992,0.0001503076,0.0002429151],"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":[0.01114667,0.0004371763,0.1829807,0.001122784,0.0006606422,0.0007406361,0.0009269212,9.598538e-7,0.02722419,0.007122014,0.3012763,0.466361],"study_design_scores_gemma":[0.008530036,0.001362544,0.05465003,0.0008511411,0.0003421154,0.000154949,0.0005154202,0.002898321,0.002809817,0.0007473096,0.9270011,0.000137211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4731094,0.0006330232,0.004692607,0.3319077,0.00354742,0.0009893336,0.0000205469,0.00009489773,0.1850051],"genre_scores_gemma":[0.9677551,0.0001659524,0.000453559,0.01286679,0.001483666,0.00002958574,0.00002197879,0.00001729674,0.01720605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6257249,"threshold_uncertainty_score":0.5456053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4709066490364365,"score_gpt":0.4664189571331777,"score_spread":0.004487691903258761,"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."}}