{"id":"W4382450246","doi":"10.3389/fmed.2023.1217146","title":"Is the internet a sufficient source of information on sarcoidosis?","year":2023,"lang":"en","type":"article","venue":"Frontiers in Medicine","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"Deutsche Forschungsgemeinschaft","keywords":"Readability; Sarcoidosis; The Internet; Medicine; Certificate; Inclusion (mineral); Computer science; World Wide Web; Internal medicine; Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003750791,0.00008909963,0.0002626352,0.0004035594,0.000158702,0.000003394268,0.0002534339,0.00009972992,0.0003482626],"category_scores_gemma":[0.00114633,0.00005068526,0.00002898,0.0008696377,0.000126012,0.0003388055,0.00006542374,0.0005276608,0.0003063543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000127179,"about_ca_system_score_gemma":0.0001001605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003134665,"about_ca_topic_score_gemma":0.0000100016,"domain_scores_codex":[0.9975656,0.0003003237,0.001366161,0.00009143993,0.0003763426,0.0003000966],"domain_scores_gemma":[0.9986691,0.000350663,0.0004525477,0.0003278965,0.0001295422,0.00007019939],"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":[0.0001042094,0.00001512347,0.1997874,0.0003745291,0.000005855334,1.376774e-7,0.09004244,0.00004133715,0.000001193191,0.0006548064,0.6917556,0.01721739],"study_design_scores_gemma":[0.001203861,0.0001505415,0.2384443,0.0008437187,0.000006201765,1.765863e-7,0.04176561,0.04145198,0.00002378125,0.000447478,0.6755927,0.00006961798],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8884022,0.0001394445,0.04289709,0.03171938,0.004555476,0.001742584,0.00002697388,0.0001529307,0.03036388],"genre_scores_gemma":[0.9654965,0.0001099946,0.0004863337,0.03131251,0.0001587278,0.0001085018,0.00009097574,0.000007191441,0.002229299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07709423,"threshold_uncertainty_score":0.3937668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343814053780046,"score_gpt":0.411296996230979,"score_spread":0.3678588556931786,"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."}}