{"id":"W2889022630","doi":"10.5946/ce.2018.072","title":"Effect of Sending Educational Video Clips via Smartphone Mobile Messenger on Bowel Preparation before Colonoscopy","year":2018,"lang":"en","type":"article","venue":"Clinical Endoscopy","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; CLIPS; Colonoscopy; Bowel preparation; Internal medicine; Surgery; Colorectal 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":[0.0007360791,0.0003378111,0.0007293139,0.0003107983,0.0002329243,0.0002572273,0.0002014662,0.0007332849,0.002911093],"category_scores_gemma":[0.002223022,0.0001746221,0.0005879827,0.0001672214,0.000267763,0.0003108027,0.0002164943,0.0005587845,0.0001690217],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905118,"about_ca_system_score_gemma":0.0003535977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002964931,"about_ca_topic_score_gemma":0.0005195804,"domain_scores_codex":[0.9996308,0.0001842567,0.0000419865,0.00004152473,0.00005471817,0.00004678308],"domain_scores_gemma":[0.9987291,0.0006180016,0.0003842224,0.00003727673,0.00005085096,0.0001806816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6065024,0.08103366,0.02870184,0.007494923,0.001290413,0.0002284286,0.000357508,0.0005168033,0.0185076,0.0001402954,0.0007917669,0.2544345],"study_design_scores_gemma":[0.08328084,0.8401878,0.06739822,0.0004362269,0.001593169,0.0001326254,0.000152202,0.0008132633,0.004828226,0.00006406316,0.00108515,0.00002820421],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968426,0.001974948,0.0001602859,0.00009905613,0.00009989322,0.0003349329,0.00004391039,0.00001122342,0.0004331305],"genre_scores_gemma":[0.9970645,0.001037219,0.0009223159,0.0001277839,0.0002068207,0.000393655,0.00004213068,0.00000126911,0.0002043043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002911093,"threshold_uncertainty_score":0.009738564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892263465870507,"score_gpt":0.4069336956759032,"score_spread":0.3880110610171981,"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."}}