{"id":"W1828593105","doi":"10.1161/01.str.0000131550.48926.f3","title":"Holter Monitoring Is Useful","year":2004,"lang":"en","type":"letter","venue":"Stroke","topic":"Atrial Fibrillation Management and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cardiology; Internal medicine","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":[0.001110919,0.001008913,0.001844607,0.001515941,0.002058415,0.002822202,0.0009575466,0.01732073,0.009906348],"category_scores_gemma":[0.01383289,0.0003499734,0.001159185,0.0007082128,0.001318574,0.003218942,0.0008702214,0.01259234,0.006032264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001472334,"about_ca_system_score_gemma":0.001102038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001423609,"about_ca_topic_score_gemma":0.003592266,"domain_scores_codex":[0.9984322,0.0004403361,0.0002567853,0.0002234573,0.0003725144,0.0002746473],"domain_scores_gemma":[0.9959551,0.002061107,0.0003753775,0.000288939,0.0005186066,0.0008008162],"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":[0.0005656839,0.0003148687,0.0208243,0.0003715396,0.0001468196,0.1022081,0.0003881039,0.0003344148,0.0014978,0.006190041,0.7019323,0.1652261],"study_design_scores_gemma":[0.0007701411,0.0007677029,0.03164294,0.00401802,0.000348217,0.1570235,0.001753737,0.001276932,0.001635834,0.05091446,0.7495935,0.0002550642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.009516186,0.01730799,0.001508711,0.8652816,0.02397333,0.00005128716,0.0001724534,0.0002831181,0.08190531],"genre_scores_gemma":[0.1203218,0.01868175,0.002660117,0.6250562,0.2056721,0.0001357861,0.0003852988,0.00009815392,0.02698884],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.01732073,"threshold_uncertainty_score":0.03314006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08560152512091151,"score_gpt":0.3377310208813831,"score_spread":0.2521294957604716,"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."}}