{"id":"W4413440131","doi":"10.1002/bcp.70261","title":"Effects of pharmacist care on hospitalizations in heart failure across outpatient and inpatient settings: A systematic review and meta‐analysis","year":2025,"lang":"en","type":"review","venue":"British Journal of Clinical Pharmacology","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Pharmacist; Medicine; Meta-analysis; Heart failure; Emergency medicine; MEDLINE; Intensive care medicine; Inpatient care; Outpatient visits; Medical emergency; Pharmacy; Family medicine; Health care; Internal medicine","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":[0.0130325,0.003069517,0.02171942,0.006629836,0.0006763336,0.00350363,0.002182056,0.002435449,0.003752792],"category_scores_gemma":[0.03237521,0.001577161,0.04773156,0.007009382,0.0007356931,0.001866276,0.001668539,0.002171211,0.0002574417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003289186,"about_ca_system_score_gemma":0.00378961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008220828,"about_ca_topic_score_gemma":0.01548269,"domain_scores_codex":[0.9904969,0.004350414,0.002961337,0.0008751425,0.001051675,0.0002645681],"domain_scores_gemma":[0.9805996,0.01470394,0.002820557,0.0004855822,0.00116721,0.000223022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001574718,0.00003769821,0.001523254,0.4367515,0.5486187,0.00007321123,0.00006617074,0.0004563238,0.0001116389,0.0001073248,0.0003598514,0.01031946],"study_design_scores_gemma":[0.0004939534,0.0001967876,0.001890832,0.02840611,0.9675299,0.00005543084,0.00003072433,0.0001644738,0.0000821898,0.0001087725,0.001022796,0.00001806972],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003609919,0.9948353,0.0004077614,0.0001397358,0.0001272617,0.0003269566,0.0003318543,0.00002251098,0.0001987892],"genre_scores_gemma":[0.1282388,0.865962,0.00217145,0.0007758188,0.0002602184,0.001659301,0.0006043541,0.0000294641,0.0002985239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02171942,"threshold_uncertainty_score":0.06892323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1153779359762148,"score_gpt":0.5298279714403874,"score_spread":0.4144500354641726,"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."}}