{"id":"W2169907889","doi":"10.1200/jco.2008.17.7139","title":"American Society of Clinical Oncology Clinical Practice Guidelines: Opportunities and Challenges","year":2008,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Guideline; Medicine; Timeline; Clinical Oncology; Medical education; Clinical Practice; Family medicine; Cancer; Pathology; Internal medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1916083,0.001533546,0.00242481,0.01173339,0.005687973,0.01749621,0.009952225,0.02043767,0.008390151],"category_scores_gemma":[0.4299724,0.001910266,0.002543272,0.01432462,0.009349007,0.02116594,0.01224212,0.03226884,0.005891731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01717482,"about_ca_system_score_gemma":0.1121533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02321148,"about_ca_topic_score_gemma":0.05207498,"domain_scores_codex":[0.7814965,0.1156478,0.04108556,0.00639073,0.05017019,0.005209255],"domain_scores_gemma":[0.3944315,0.2158055,0.03802494,0.0206349,0.2887357,0.04236749],"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":[0.00002226425,0.0001445118,0.001515061,0.002732451,0.00006128092,0.0003091867,0.002170254,0.000375676,0.000145836,0.02091293,0.7386747,0.2329359],"study_design_scores_gemma":[0.00006553037,0.00007765302,0.001825926,0.02361117,0.00008057859,0.0007112122,0.004249153,0.0008133223,0.0001610354,0.04463337,0.9236604,0.0001107326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004152543,0.02235914,0.005373388,0.9557543,0.008096174,0.0002781994,0.0001850064,0.0001946359,0.007343861],"genre_scores_gemma":[0.03316801,0.1636855,0.2644801,0.4960352,0.02579421,0.003990769,0.003316796,0.0008050895,0.008724379],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1916083,"threshold_uncertainty_score":0.9968909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8875596565938666,"score_gpt":0.6938473908040095,"score_spread":0.1937122657898571,"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."}}