{"id":"W4415321740","doi":"10.1016/j.cjca.2025.08.338","title":"Canadian Alliance of Cardiovascular Centres: Stronger Together","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Alliance; Dissemination; MEDLINE; Canadian Cardiovascular Society; Cardiovascular health","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":[0.0261177,0.001428694,0.002019766,0.004271411,0.01933711,0.02573288,0.004782001,0.02178448,0.06267139],"category_scores_gemma":[0.05617048,0.001288596,0.001654108,0.004380754,0.007824024,0.01523869,0.02046212,0.03197627,0.007894124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04244521,"about_ca_system_score_gemma":0.25333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5194867,"about_ca_topic_score_gemma":0.7602337,"domain_scores_codex":[0.9609116,0.005782045,0.001479088,0.002997666,0.01307311,0.01575653],"domain_scores_gemma":[0.7173406,0.008065884,0.005087761,0.004916705,0.04982926,0.2147599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009442357,0.0001734285,0.006383896,0.000226589,0.0001075033,0.0002420108,0.000890094,0.0001753628,0.000227633,0.04523716,0.901732,0.04450995],"study_design_scores_gemma":[0.000193923,0.00006053371,0.01120728,0.0007361671,0.00006422203,0.0001551871,0.003613065,0.0001582293,0.00009670713,0.01821529,0.9653614,0.000137958],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003156953,0.006080814,0.0009311914,0.9305333,0.01343968,0.00007623816,0.0004086123,0.0001800903,0.04519309],"genre_scores_gemma":[0.1535165,0.01181353,0.008212075,0.7343664,0.01455157,0.0002325977,0.001520591,0.0004444739,0.07534228],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4805133,"threshold_uncertainty_score":0.9666864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009694951649226,"score_gpt":0.2345388521310465,"score_spread":0.2244419026145542,"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."}}