{"id":"W2084711176","doi":"10.1016/j.jamcollsurg.2014.07.866","title":"Evaluating compliance with National Comprehensive Cancer Network guidelines in management of colorectal, liver and thyroid cancer","year":2014,"lang":"en","type":"article","venue":"Journal of the American College of Surgeons","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Colorectal cancer; Thyroid cancer; Cancer; Compliance (psychology); Oncology; Liver cancer; Internal medicine","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":[0.03454496,0.000214092,0.0006525235,0.002284968,0.0009513471,0.002266431,0.001336337,0.001431065,0.002513314],"category_scores_gemma":[0.252533,0.0003428292,0.000916818,0.003351836,0.0004007893,0.002122234,0.001580856,0.002314748,0.0004592474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003828326,"about_ca_system_score_gemma":0.0146055,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03646004,"about_ca_topic_score_gemma":0.1147327,"domain_scores_codex":[0.9558426,0.02234087,0.008794328,0.001012652,0.01064447,0.001365187],"domain_scores_gemma":[0.8604769,0.0673803,0.02673863,0.002657485,0.03675597,0.005990845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003556334,0.00103541,0.8122288,0.0007173538,0.0003436032,0.00008742943,0.001694262,0.0008714008,0.00007229073,0.0005184868,0.03641229,0.1456631],"study_design_scores_gemma":[0.0003741794,0.001153925,0.9645193,0.002995253,0.0004344637,0.0001977082,0.003721119,0.006447742,0.0005386253,0.0009627378,0.01857452,0.00008047462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8422176,0.00738328,0.003643583,0.06936201,0.0009058318,0.005773425,0.009480944,0.000229607,0.06100386],"genre_scores_gemma":[0.9579001,0.003959134,0.02203559,0.005248366,0.0002625223,0.003728141,0.004823104,0.00006550201,0.001977503],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03646004,"threshold_uncertainty_score":0.1826934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2565873717339778,"score_gpt":0.4946030843559976,"score_spread":0.2380157126220198,"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."}}