{"id":"W3164553299","doi":"10.1093/europace/euab116.514","title":"What are patients reading? Assessing the quality of online resources on sudden cardiac arrest in athletes","year":2021,"lang":"en","type":"article","venue":"EP Europace","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Western University","funders":"","keywords":"Medicine; Readability; Athletes; Sudden cardiac arrest; Reading (process); Quality (philosophy); The Internet; Audience measurement; Incidence (geometry); Family medicine; Physical therapy; Cardiology; Advertising; World Wide Web","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0041215,0.0002264704,0.0005832482,0.003288502,0.0003964956,0.001846849,0.0004424538,0.0005978471,0.009319305],"category_scores_gemma":[0.04218066,0.000162236,0.0006911706,0.001973295,0.0003744761,0.001580521,0.001084453,0.000555603,0.001621979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000606351,"about_ca_system_score_gemma":0.0008737185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002405206,"about_ca_topic_score_gemma":0.003506788,"domain_scores_codex":[0.996902,0.001156847,0.0007412441,0.0002292237,0.0007110455,0.0002597162],"domain_scores_gemma":[0.9631308,0.01722611,0.01229409,0.0006435108,0.004777779,0.0019278],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003474323,0.0002158878,0.9366152,0.001007571,0.0001529591,0.0002715127,0.002460288,0.0001438246,0.0001696539,0.00009440015,0.00394772,0.05457358],"study_design_scores_gemma":[0.00002021122,0.0004124869,0.98752,0.0007844593,0.0001839952,0.0007102474,0.005041628,0.0004753739,0.0002684313,0.0001515856,0.004393724,0.00003783332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.984092,0.001705947,0.0004144667,0.001213544,0.00004945777,0.0002279677,0.003577437,0.00004962999,0.00866947],"genre_scores_gemma":[0.9948474,0.001317968,0.0009532666,0.0002137547,0.00007142719,0.0001315139,0.001427887,0.00001769556,0.001019049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9958785,"threshold_uncertainty_score":0.03117621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08078863372030154,"score_gpt":0.4729609472287408,"score_spread":0.3921723135084393,"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."}}