{"id":"W4226023909","doi":"10.1370/afm.20.s1.2643","title":"Applying QI-focused SPIDER approach to safer deprescribing for geriatric patients: Results of the toronto feasibility study","year":2022,"lang":"en","type":"article","venue":"","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Deprescribing; Medicine; Context (archaeology); Coaching; Audit; Health coaching; Nursing; Polypharmacy; Medical education; Intervention (counseling); Psychology","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":[0.01208451,0.0004702767,0.0003726604,0.0005903069,0.001470142,0.0006946857,0.0005833863,0.0004815747,0.002012399],"category_scores_gemma":[0.01766383,0.0003238845,0.0009411689,0.0007724115,0.001098298,0.0006394269,0.00150555,0.0004302672,0.0002586512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008535227,"about_ca_system_score_gemma":0.03079279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3907362,"about_ca_topic_score_gemma":0.5713893,"domain_scores_codex":[0.99376,0.003544239,0.0004676956,0.0002650471,0.001192543,0.0007703449],"domain_scores_gemma":[0.9882962,0.003788219,0.001203267,0.0007390308,0.004118189,0.001855051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01590444,0.03828041,0.4485124,0.005554458,0.000496185,0.003506047,0.09295416,0.003800675,0.00799326,0.0011424,0.008999319,0.3728561],"study_design_scores_gemma":[0.004813462,0.04218524,0.9103132,0.0006122943,0.0003768252,0.0003958196,0.02952475,0.002422027,0.001602849,0.0002250652,0.007378196,0.0001502853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992056,0.0001458566,0.0004630155,0.0004106954,0.000009687472,0.004167474,0.0002942907,0.00001897791,0.00243398],"genre_scores_gemma":[0.9884879,0.0006064589,0.005757869,0.0002655922,0.00002521924,0.00337885,0.0004934835,0.000008247675,0.0009763722],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3907362,"threshold_uncertainty_score":0.7769238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1699082432051091,"score_gpt":0.3854847739557452,"score_spread":0.2155765307506362,"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."}}