{"id":"W4399982949","doi":"10.1002/ejhf.3260","title":"OPTImal PHARMacological Therapy for Patients with Heart Failure: Rationale and Design of the OPTIPHARM-HF Registry","year":2024,"lang":"en","type":"article","venue":"European Journal of Heart Failure","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Surgical Specialties (Canada)","funders":"","keywords":"Medicine; Heart failure; Guideline; Medical prescription; Ejection fraction; Observational study; Population; Comorbidity; Internal medicine; Clinical trial; Intensive care medicine; Emergency medicine; Pathology","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":[0.04660966,0.001174622,0.001722751,0.003429881,0.001789798,0.003342521,0.00258892,0.001251977,0.005081686],"category_scores_gemma":[0.0532793,0.0008678185,0.001779863,0.005614127,0.001202142,0.002717696,0.005081592,0.001615469,0.00234571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882134,"about_ca_system_score_gemma":0.008297659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003046738,"about_ca_topic_score_gemma":0.00498149,"domain_scores_codex":[0.9585816,0.02611567,0.006186571,0.003531826,0.004250407,0.001333896],"domain_scores_gemma":[0.9710073,0.00592205,0.009132322,0.005680994,0.006111849,0.002145431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01915007,0.003287116,0.8646872,0.002929382,0.001249013,0.0004169561,0.002034497,0.002546723,0.0006480312,0.008313568,0.03345826,0.06127924],"study_design_scores_gemma":[0.02840195,0.009466295,0.8353348,0.004503721,0.003212848,0.001403179,0.002426846,0.01088158,0.001417386,0.005165037,0.0974299,0.0003565004],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"protocol","genre_gemma":"methods","genre_scores_codex":[0.3472703,0.004892225,0.05064674,0.007709693,0.0008964328,0.4288777,0.1256746,0.0003908653,0.03364142],"genre_scores_gemma":[0.2764362,0.001487344,0.08595856,0.002944905,0.0008972608,0.5762953,0.05434698,0.0001166052,0.001516753],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.04660966,"threshold_uncertainty_score":0.2464983,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431411654083332,"score_gpt":0.2710107201645975,"score_spread":0.2466966036237642,"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."}}