{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","research_integrity"],"category_scores_codex":[0.07091668,0.0003783466,0.006375124,0.0001745417,0.0001150389,0.000009494195,0.0004209655,0.001347345,0.0001543067],"category_scores_gemma":[0.3236003,0.0002896402,0.002373239,0.0002580615,0.003956594,0.0006676391,0.0003358112,0.003948445,0.00002173587],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001488511,"about_ca_system_score_gemma":0.01303574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001803079,"about_ca_topic_score_gemma":0.00007989359,"domain_scores_codex":[0.9634814,0.005631478,0.02836289,0.0006993655,0.001307075,0.0005177837],"domain_scores_gemma":[0.8401775,0.1162737,0.02967875,0.0008525556,0.01106057,0.001956903],"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":[0.009670679,0.005845781,0.0389938,0.00008308872,0.001676744,0.001169069,0.000235027,0.000003455499,0.00001003088,0.0002498702,0.1300004,0.812062],"study_design_scores_gemma":[0.01311112,0.04294773,0.163345,0.0001051006,0.001640173,0.003810417,0.009649359,0.0002913552,0.000003244446,0.0001629583,0.7647347,0.0001988462],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.4603342,0.005258912,0.0008749347,0.5222145,0.004148412,0.0005371082,0.00001429805,0.00003984067,0.006577882],"genre_scores_gemma":[0.1358885,0.5091189,0.269828,0.0757416,0.00903527,0.000006712865,0.00001097848,0.00005915117,0.0003108887],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8118632,"threshold_uncertainty_score":0.9999556,"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."}}