{"id":"W2603164836","doi":"10.3399/bjgpopen17x100665","title":"Aortic valve surgery: how reliable are health information websites?","year":2017,"lang":"en","type":"article","venue":"BJGP Open","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Thomas Hospital","funders":"","keywords":"The Internet; Aortic valve replacement; Medicine; Cardiac surgery; Aortic valve; Surgery; Internal medicine; World Wide Web; Computer science","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":[0.009701735,0.0001955022,0.0004655289,0.003166518,0.0004090175,0.002810549,0.0006347298,0.001071311,0.004462386],"category_scores_gemma":[0.08748958,0.0002508393,0.00052694,0.002323073,0.0009360085,0.002494811,0.001563325,0.000772843,0.0007840788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005743034,"about_ca_system_score_gemma":0.000787377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001859548,"about_ca_topic_score_gemma":0.002388779,"domain_scores_codex":[0.9921675,0.00333622,0.001063922,0.0003444771,0.002499565,0.0005883301],"domain_scores_gemma":[0.900238,0.0602536,0.02624827,0.001560256,0.008351929,0.003347919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001238063,0.0001577613,0.9726259,0.0002413717,0.00007585964,0.000081988,0.00187328,0.00006220673,0.0001187912,0.00008920312,0.000738395,0.02381157],"study_design_scores_gemma":[0.00001420269,0.0002971477,0.9904723,0.0003328722,0.00008105536,0.000365431,0.00612171,0.000430311,0.0002238057,0.0002028951,0.001437661,0.00002061007],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909357,0.0006872214,0.0003326033,0.001113799,0.00002189543,0.00008288037,0.0004339005,0.00002084726,0.006371101],"genre_scores_gemma":[0.998808,0.0002914595,0.0004075184,0.00008041889,0.0000188336,0.00002636734,0.0001905565,0.000005212264,0.0001716945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009701735,"threshold_uncertainty_score":0.05130827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330063075940492,"score_gpt":0.4831490977211863,"score_spread":0.3501427901271371,"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."}}