{"id":"W2058634279","doi":"10.1158/1538-7445.am2014-3256","title":"Abstract 3256: Variation in treatment of severe oral dysplasia: Knowledge translation in the COOLS trial points to a pressing concern","year":2014,"lang":"en","type":"article","venue":"Cancer Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Fraser (Canada); Fraser Institute","funders":"","keywords":"Medicine; Cohort; Dysplasia; Cancer; Clinical trial; Knowledge translation; Randomized controlled trial; Clinical endpoint; Surgery; Family medicine; Pediatrics; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2187313,0.0004401458,0.001960411,0.001478447,0.001860234,0.006194578,0.002773524,0.00235035,0.006516893],"category_scores_gemma":[0.4762041,0.000385759,0.002026363,0.005462983,0.003218289,0.00209671,0.003517303,0.002944565,0.000808384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01313442,"about_ca_system_score_gemma":0.054613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1100333,"about_ca_topic_score_gemma":0.1253289,"domain_scores_codex":[0.6963479,0.2377054,0.02545967,0.005803042,0.03118279,0.003501149],"domain_scores_gemma":[0.464717,0.393748,0.04847138,0.03421982,0.05386315,0.00498061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02564339,0.001504933,0.108224,0.05320549,0.009092162,0.000499305,0.0348232,0.003391077,0.001528599,0.01338105,0.1261118,0.622595],"study_design_scores_gemma":[0.02804481,0.009560618,0.3763924,0.1300133,0.01964461,0.0004678887,0.02777991,0.006350501,0.006157356,0.03137244,0.3633826,0.0008335229],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4103088,0.0702379,0.02029819,0.3480908,0.005573338,0.02388744,0.0380213,0.000405877,0.0831764],"genre_scores_gemma":[0.9141417,0.007273958,0.01436289,0.03992972,0.001148043,0.01297788,0.007336239,0.0002144705,0.002615059],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2187313,"threshold_uncertainty_score":0.9634433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3107045540119615,"score_gpt":0.5174747922605064,"score_spread":0.206770238248545,"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."}}