{"id":"W3082526047","doi":"10.1016/j.cjca.2020.08.017","title":"Notes From Cardiology Clinic: Trouble for Tongans","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Cardiovascular Function and Risk Factors","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Atrial fibrillation; Ejection fraction; Cardiology; Heart failure; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001067329,0.0005884024,0.0007272246,0.0008032972,0.009167756,0.002093483,0.001154026,0.005801693,0.07978856],"category_scores_gemma":[0.01056699,0.0005406619,0.0006717905,0.0005776684,0.001555581,0.002319316,0.003142549,0.01165783,0.01666196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003602025,"about_ca_system_score_gemma":0.01140798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06905679,"about_ca_topic_score_gemma":0.1723104,"domain_scores_codex":[0.9988008,0.0001675131,0.0001649016,0.0001701788,0.0002927176,0.0004039529],"domain_scores_gemma":[0.9895997,0.0005575396,0.0004598058,0.0001828828,0.001764215,0.00743583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00004340315,0.0001147212,0.01590316,0.00009293335,0.00002585637,0.03471202,0.003002509,0.00004680591,0.0005346966,0.0009979362,0.9185662,0.0259598],"study_design_scores_gemma":[0.00007278287,0.0001338905,0.03044198,0.001106543,0.00005496271,0.02854587,0.0296254,0.0001292441,0.0001986355,0.003701011,0.9058426,0.0001470874],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01934994,0.005146871,0.0004846133,0.9104002,0.03347407,0.00009794197,0.0004612514,0.0002433338,0.03034188],"genre_scores_gemma":[0.08141156,0.008238279,0.002472375,0.6442553,0.01676648,0.0001446336,0.0004095433,0.0004641213,0.2458378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07978856,"threshold_uncertainty_score":0.2669193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04945647997342367,"score_gpt":0.2766489430978871,"score_spread":0.2271924631244635,"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."}}