{"id":"W4233357850","doi":"10.2196/preprints.15353","title":"New Patient Education Video on Colonoscopy Preparation: Development and Evaluation Study (Preprint)","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Colorectal Cancer Screening and Detection","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"George & Fay Yee Centre for Healthcare Innovation; University of Manitoba","funders":"","keywords":"Colonoscopy; Medicine; CLARITY; Video recording; Multimedia; Computer science; Colorectal cancer; Internal medicine; Cancer","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":[0.008819412,0.0004797488,0.000430528,0.0009030982,0.0004272947,0.0006515019,0.0004146864,0.0007220588,0.004541884],"category_scores_gemma":[0.01981738,0.0002801052,0.0007437717,0.0005097195,0.0004293515,0.000970637,0.0006152299,0.0007378577,0.0008672068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001006941,"about_ca_system_score_gemma":0.001923628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001403701,"about_ca_topic_score_gemma":0.002218863,"domain_scores_codex":[0.9973545,0.001516813,0.000277909,0.0001612631,0.0004993482,0.0001902607],"domain_scores_gemma":[0.9883379,0.006097701,0.001193044,0.0005778605,0.002688204,0.001105332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.02598657,0.153808,0.1683079,0.005255903,0.0004931124,0.001215806,0.01237583,0.001027973,0.01119722,0.0006216516,0.01530812,0.6044019],"study_design_scores_gemma":[0.02836886,0.373882,0.5126182,0.001885753,0.001250981,0.002036648,0.01042171,0.003032224,0.01951203,0.0003436712,0.04632636,0.0003216151],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822503,0.0002693213,0.001076521,0.0001915046,0.00009883474,0.01310079,0.0008542694,0.00005659144,0.002101938],"genre_scores_gemma":[0.9336244,0.00124276,0.02499432,0.0008664188,0.0002702144,0.03248677,0.002943595,0.00004685889,0.003524664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008819412,"threshold_uncertainty_score":0.04664207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03687011905213058,"score_gpt":0.3578955747966145,"score_spread":0.3210254557444839,"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."}}