{"id":"W3089519365","doi":"10.2147/ceg.s266546","title":"<p>Googling on Colonoscopy: A Retrospective Analysis of Search Engine Statistics</p>","year":2020,"lang":"en","type":"article","venue":"Clinical and Experimental Gastroenterology","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colonoscopy; Medicine; Colorectal cancer; Coronavirus disease 2019 (COVID-19); Pandemic; Internal medicine; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002768804,0.0002056995,0.001097548,0.0001306806,0.00004292444,0.00001008798,0.0001323259,0.000100222,0.0004146785],"category_scores_gemma":[0.0003060421,0.0001859061,0.0002298472,0.0002584666,0.0005730935,0.00003564194,0.0001911111,0.0002758747,0.00003251527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000452073,"about_ca_system_score_gemma":0.00003338998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005679223,"about_ca_topic_score_gemma":0.00001495864,"domain_scores_codex":[0.9978201,0.0002258222,0.0007063345,0.0006204264,0.000267349,0.0003599473],"domain_scores_gemma":[0.9987681,0.0001916598,0.000152939,0.0002939337,0.00009493586,0.0004984657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01582262,0.001351786,0.9514421,0.0000534539,0.002281511,0.0001830426,0.000399542,0.00009244033,0.02462538,0.0004052207,0.00289654,0.0004463544],"study_design_scores_gemma":[0.006284189,0.02161013,0.951792,0.00004389797,0.0008651968,0.00001100689,0.0001471501,0.01459494,0.003548581,0.00001539344,0.0009266407,0.0001608847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964759,0.0002197745,0.0009267016,0.0008742085,0.0001314581,0.0002524078,0.0008738169,0.00005035707,0.0001953351],"genre_scores_gemma":[0.9942992,0.00008558982,0.00246631,0.002527189,0.0001585395,0.00001634266,0.0003947705,0.00002102256,0.00003106453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02107679,"threshold_uncertainty_score":0.7581032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03415983721965737,"score_gpt":0.3567011931313915,"score_spread":0.3225413559117341,"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."}}