{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003472433,0.0006377824,0.000830515,0.001954787,0.003454259,0.004037692,0.001301539,0.003634451,0.4798448],"category_scores_gemma":[0.03264314,0.0004529311,0.00132973,0.001471704,0.0006490537,0.004178579,0.003554694,0.003673737,0.195186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001322723,"about_ca_system_score_gemma":0.004153776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002287612,"about_ca_topic_score_gemma":0.007372139,"domain_scores_codex":[0.9956604,0.0007659775,0.0005255131,0.0003700812,0.001868581,0.0008093861],"domain_scores_gemma":[0.9818714,0.003720073,0.001715054,0.001543073,0.004183217,0.006967172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00004581707,0.00009032639,0.0009236279,0.000105673,0.00000570291,0.0004123255,0.00005932105,0.0000172721,0.00004437344,0.0008776716,0.9105013,0.08691655],"study_design_scores_gemma":[0.00004700939,0.00007714581,0.004042477,0.0006257139,0.00001354214,0.001656625,0.0006173875,0.00008345477,0.0001863159,0.002567948,0.9900432,0.00003915791],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01180452,0.01460865,0.002629895,0.2144736,0.07591635,0.0007403324,0.01674366,0.003551972,0.6595309],"genre_scores_gemma":[0.05878104,0.01244678,0.003926432,0.1162831,0.03095879,0.000911798,0.00648805,0.00148178,0.7687222],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4798448,"threshold_uncertainty_score":0.7419383,"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."}}