{"id":"W4416292893","doi":"10.1093/ajh/hpaf155","title":"Goodbye, Out With the Old and in With the New","year":2025,"lang":"en","type":"article","venue":"American Journal of Hypertension","topic":"Educational Leadership and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Jewish General Hospital","funders":"","keywords":"","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":[0.004459558,0.0004013911,0.00051537,0.0009130377,0.01195742,0.007699642,0.0008863736,0.005922868,0.03243865],"category_scores_gemma":[0.02167599,0.0005221497,0.0004757699,0.0005123888,0.007182946,0.007965626,0.003989551,0.01710751,0.008515751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002102702,"about_ca_system_score_gemma":0.0147041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01971907,"about_ca_topic_score_gemma":0.08698467,"domain_scores_codex":[0.9952412,0.001661279,0.0002181734,0.0004119078,0.00150117,0.0009662535],"domain_scores_gemma":[0.975925,0.002264852,0.0008377046,0.0007564178,0.005203805,0.01501212],"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":[0.00002526705,0.00007694166,0.001861847,0.00006298256,0.00001240199,0.0002963904,0.00486463,0.00001155716,0.0004037284,0.006576084,0.9535522,0.03225596],"study_design_scores_gemma":[0.00002210105,0.00005388082,0.004657845,0.0003932417,0.00001352019,0.0006931983,0.01741933,0.00002605586,0.0002675831,0.00506956,0.9713443,0.00003936366],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.004706575,0.01211556,0.0009147637,0.8987765,0.03636323,0.00003122899,0.00007597512,0.0001274533,0.04688877],"genre_scores_gemma":[0.07135616,0.01515153,0.003554256,0.5150436,0.01167945,0.00009982559,0.00009355861,0.0005039704,0.3825178],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.03243865,"threshold_uncertainty_score":0.1085181,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593831712293551,"score_gpt":0.3120339760039073,"score_spread":0.2760956588809718,"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."}}