{"id":"W7097636693","doi":"","title":"Université de Sherbrooke, and","year":2001,"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":"Polypharmacy; Adverse effect; Drug; Drug reaction; Medical diagnosis; Older people","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007694,0.00181075,0.001068135,0.001462927,0.002433595,0.005672772,0.001119336,0.002367503,0.5559305],"category_scores_gemma":[0.004111153,0.0006320932,0.0005161296,0.00125146,0.001306894,0.002359225,0.002272553,0.002060569,0.246475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003374328,"about_ca_system_score_gemma":0.003888728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01833693,"about_ca_topic_score_gemma":0.03611909,"domain_scores_codex":[0.9984215,0.0002135671,0.00007443862,0.0005749273,0.0003407153,0.0003747654],"domain_scores_gemma":[0.9982395,0.0004405707,0.0001476413,0.0001152272,0.000413412,0.0006435797],"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":[0.00138986,0.0005355899,0.013062,0.001861188,0.0001116946,0.00615756,0.001805432,0.0005384527,0.004226302,0.0224232,0.3450966,0.6027922],"study_design_scores_gemma":[0.0001182522,0.0001535941,0.01157957,0.0009258098,0.00003192478,0.002519245,0.0007958615,0.0002188018,0.001359046,0.001884685,0.9803677,0.00004544529],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02096045,0.04563672,0.001864447,0.02255202,0.005155506,0.0002140513,0.006385442,0.0007889617,0.8964424],"genre_scores_gemma":[0.03135955,0.01498072,0.002099327,0.001877551,0.0003814519,0.0000766964,0.001786384,0.000254672,0.9471837],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4440695,"threshold_uncertainty_score":0.6334112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08378576687481908,"score_gpt":0.3564799060647991,"score_spread":0.27269413918998,"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."}}