{"id":"W2966657922","doi":"10.1503/cmaj.190111","title":"Health Services","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Patient Satisfaction in Healthcare","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trillium Health Centre; University of Toronto; University Health Network; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Patent foramen ovale; Stroke (engine); Internal medicine; Context (archaeology); Transthoracic echocardiogram; Cardiology; Atrial fibrillation; Odds ratio; Thrombus; Confidence interval; Cohort; Percutaneous","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002963645,0.00009988113,0.0002677448,0.0002093876,0.001083425,0.00001769572,0.0002180106,0.000502058,0.03255273],"category_scores_gemma":[0.0003837764,0.00009331752,0.00005873405,0.0002343501,0.000008886816,0.0001776239,0.00001921682,0.002258906,0.009710111],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004230803,"about_ca_system_score_gemma":0.01148583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04098925,"about_ca_topic_score_gemma":0.2185286,"domain_scores_codex":[0.9957344,0.001011053,0.0007778005,0.0001546737,0.001419785,0.0009022721],"domain_scores_gemma":[0.9955763,0.0004287063,0.0006380995,0.0001396534,0.000516484,0.002700769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002407453,0.000002125032,0.9144701,0.00009255409,0.0000167098,0.000008418825,0.001316261,0.00000144472,3.08422e-7,0.0004139051,0.0753683,0.008307416],"study_design_scores_gemma":[0.0004875957,0.00003241005,0.4946621,0.0003122712,0.000001534775,0.00001683974,0.002356926,0.00008871288,9.545934e-8,0.0001401391,0.5018356,0.00006569661],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7808821,0.0003556291,0.00002937981,0.1772161,0.01238625,0.0007014138,0.00007670451,0.0000788778,0.02827351],"genre_scores_gemma":[0.8618078,0.0001905294,0.00009488531,0.1316465,0.002142127,0.00001807869,0.00002448444,0.00002447253,0.004051102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4264673,"threshold_uncertainty_score":0.9995918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02269133530335496,"score_gpt":0.3811000822238299,"score_spread":0.358408746920475,"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."}}