{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002529189,0.0003344842,0.000775812,0.009854169,0.0004823127,0.001673284,0.0006104856,0.0005787867,0.002434722],"category_scores_gemma":[0.01282078,0.0004746337,0.001467387,0.01724349,0.0005436551,0.002272931,0.00123658,0.0006121501,0.001422616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001093376,"about_ca_system_score_gemma":0.002050297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02174253,"about_ca_topic_score_gemma":0.0208874,"domain_scores_codex":[0.9957516,0.0006074181,0.001488424,0.0006296578,0.001021121,0.0005018519],"domain_scores_gemma":[0.9811978,0.004409201,0.01008428,0.0008388331,0.002647005,0.0008229864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000184965,0.00001923696,0.989698,0.001093371,0.0002236619,0.0002553446,0.0004060011,0.00007246572,0.000181068,0.00009128642,0.002102991,0.00567165],"study_design_scores_gemma":[0.000009317763,0.0001190295,0.9913495,0.0006478054,0.0002801339,0.00127347,0.001484373,0.0003011736,0.0002461356,0.00004111284,0.004223404,0.00002461937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9408776,0.01112752,0.0003906369,0.0004081931,0.00003112895,0.0001704273,0.04397776,0.00006198452,0.002954734],"genre_scores_gemma":[0.9791815,0.003861522,0.0002886633,0.0002249452,0.00003651731,0.0001490808,0.0156949,0.00004636614,0.0005164647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02174253,"threshold_uncertainty_score":0.04323196,"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."}}