{"id":"W2604911735","doi":"10.1111/acem.13192","title":"Hot Off the Press: Prospective and Explicit Clinical Validation of the Ottawa Heart Failure Risk Scale, With and Without Use of Quantitative <scp>NT</scp>‐pro<scp>BNP</scp>","year":2017,"lang":"en","type":"letter","venue":"Academic Emergency Medicine","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Markham Stouffville Hospital","funders":"","keywords":"Medicine; Heart failure; Prospective cohort study; Myocardial infarction; Adverse effect; Emergency medicine; Internal medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02216492,0.0008972465,0.000509824,0.001376668,0.00105061,0.002195424,0.001245358,0.00107604,0.003440314],"category_scores_gemma":[0.05539939,0.0006197285,0.0008312497,0.00139943,0.001268246,0.001409497,0.001914496,0.001096737,0.002864859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000883263,"about_ca_system_score_gemma":0.002673221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008766885,"about_ca_topic_score_gemma":0.01932294,"domain_scores_codex":[0.9846748,0.007338712,0.002177756,0.001787574,0.003564966,0.0004560999],"domain_scores_gemma":[0.9532138,0.01074423,0.01096824,0.006616787,0.01695903,0.00149803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002011563,0.001292222,0.9630288,0.0002415251,0.0002705258,0.0001310074,0.0006314693,0.000316996,0.0005904917,0.0005138272,0.00802198,0.02294947],"study_design_scores_gemma":[0.0004340069,0.001974209,0.9856968,0.0001892562,0.0001295346,0.0004211368,0.000351715,0.001405846,0.0008317399,0.0002394753,0.008267305,0.0000589921],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9257563,0.001820408,0.01331494,0.001206203,0.0007618851,0.01434059,0.02034369,0.0002500679,0.02220598],"genre_scores_gemma":[0.957213,0.0006434115,0.01896228,0.0008959034,0.000339476,0.008420251,0.01041504,0.0001157871,0.002994907],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02216492,"threshold_uncertainty_score":0.1172208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07249671893244655,"score_gpt":0.361320325200749,"score_spread":0.2888236062683024,"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."}}