{"id":"W2807842032","doi":"10.3747/co.25.3729","title":"Clinical Practice Guidelines in Breast Cancer","year":2018,"lang":"en","type":"review","venue":"Current Oncology","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Breast cancer; Guideline; Rigour; Gynecology; Family medicine; Sentinel lymph node; Clinical Practice; Medical physics; Cancer; Oncology; Internal medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08027023,0.00161479,0.002433183,0.01325171,0.001996753,0.006097796,0.006807738,0.008601496,0.01105123],"category_scores_gemma":[0.2809307,0.001158106,0.00274162,0.01374533,0.004044186,0.005618161,0.006053079,0.009571149,0.006036354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01092603,"about_ca_system_score_gemma":0.05181189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01377769,"about_ca_topic_score_gemma":0.01721771,"domain_scores_codex":[0.868266,0.07303725,0.03005349,0.003838687,0.02330322,0.001501309],"domain_scores_gemma":[0.6261606,0.2065612,0.04221921,0.009364752,0.1091561,0.006538155],"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":[0.00005925709,0.0001409525,0.002207368,0.07647848,0.0003226394,0.0003492145,0.002876364,0.001142245,0.0003634971,0.02138262,0.4092188,0.4854585],"study_design_scores_gemma":[0.0001503909,0.00009404137,0.002787026,0.1849149,0.0003058796,0.0006438948,0.0009262503,0.0005307144,0.0002407989,0.01773871,0.7915923,0.00007510657],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00203168,0.5663403,0.03794217,0.283101,0.01909237,0.008658195,0.005280594,0.0009795065,0.07657426],"genre_scores_gemma":[0.04541862,0.531851,0.2775721,0.09497987,0.008390786,0.01944503,0.01217315,0.0003983193,0.009771126],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.08027023,"threshold_uncertainty_score":0.4245147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8100682781449411,"score_gpt":0.7472076179859969,"score_spread":0.0628606601589442,"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."}}