{"id":"W2892921286","doi":"10.1200/jgo.18.82000","title":"National Comprehensive Cancer Network: Global Utilization of Clinical Oncology Guidelines","year":2018,"lang":"en","type":"article","venue":"Journal of Global Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Internal medicine; Excellence; Clinical Oncology; Oncology; Nice; Family medicine; Clinical Practice; MEDLINE; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003779999,0.0001708812,0.001255743,0.00004730639,0.0000623477,0.000007235918,0.000208948,0.0004357449,0.0005116273],"category_scores_gemma":[0.01283916,0.0001400784,0.0003679087,0.0005388677,0.0005167736,0.000211458,0.0001205636,0.0003717474,0.00003009195],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001396694,"about_ca_system_score_gemma":0.00969774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002593991,"about_ca_topic_score_gemma":0.001004499,"domain_scores_codex":[0.9929956,0.0006396302,0.005037186,0.0002365528,0.0007872704,0.000303744],"domain_scores_gemma":[0.9812345,0.001440106,0.004340076,0.0001564802,0.01254186,0.0002869747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006195954,0.000865933,0.2148365,0.00002390323,0.000607001,0.00009281446,0.00001984961,0.0005381922,0.00008412939,0.001944187,0.506438,0.2683535],"study_design_scores_gemma":[0.007659676,0.009038632,0.3449097,0.0001083557,0.000630786,0.001235986,0.0002442551,0.001940363,0.00001571915,0.003627071,0.630482,0.0001073884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8417532,0.002774395,0.01389654,0.09409117,0.0162318,0.0008067525,0.0001794291,0.00004036451,0.03022629],"genre_scores_gemma":[0.9061577,0.001520383,0.05589768,0.02301875,0.01330825,0.000004402512,0.00002646208,0.00001405315,0.00005226736],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2682461,"threshold_uncertainty_score":0.9959164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6510068262983199,"score_gpt":0.6754155454729663,"score_spread":0.02440871917464649,"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."}}