{"id":"W4414714743","doi":"10.1016/j.cjca.2025.08.330","title":"P184 WHAT IS THE MEANING OF MAXIMALLY TOLERATED GUIDELINE-DIRECTED MEDICAL THERAPY IN PATIENTS WITH LEFT VENTRICULAR ASSIST DEVICES? INSIGHTS FROM A CANADIAN TERTIARY CENTRE","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical therapy; Ventricle; Meaning (existential); Ventricular assist device; Heart failure; Implant","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005784474,0.0002663864,0.001205374,0.00130414,0.00384342,0.0077469,0.002472204,0.002466402,0.005071258],"category_scores_gemma":[0.05447958,0.0002666565,0.0008479462,0.002657913,0.004504433,0.00229316,0.001608475,0.004846408,0.0005037949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03881138,"about_ca_system_score_gemma":0.1005879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7475069,"about_ca_topic_score_gemma":0.8774686,"domain_scores_codex":[0.9930798,0.001941433,0.0006320684,0.0004334095,0.002632546,0.001280752],"domain_scores_gemma":[0.9571736,0.01235589,0.004179394,0.0006055609,0.01989486,0.005790725],"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":[0.0006913313,0.0003534652,0.2788498,0.002881153,0.0005782879,0.004835489,0.02438423,0.001825795,0.0009662031,0.08614723,0.3201964,0.2782906],"study_design_scores_gemma":[0.0003341387,0.0003325695,0.5143641,0.02223701,0.0008921301,0.004086053,0.06800189,0.002836358,0.0006058788,0.05764835,0.3279958,0.0006657403],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08781912,0.05235639,0.001481255,0.7473294,0.002568997,0.00008746126,0.002123539,0.000042788,0.1061911],"genre_scores_gemma":[0.8653666,0.03453771,0.005049384,0.08802108,0.00341417,0.00005140238,0.00100868,0.0000801657,0.002470765],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2524931,"threshold_uncertainty_score":0.5079602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005305347108416507,"score_gpt":0.1899044024347561,"score_spread":0.1845990553263396,"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."}}