{"id":"W4399633628","doi":"10.1177/08465371241257910","title":"Recommendations to Improve Management of Incidental Pulmonary Nodules in Canada: Expert Panel Consensus","year":2024,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre; University of Toronto; Dalhousie University; University of Ottawa; Queen's University; McMaster University; Ottawa Hospital; Brock University; University of British Columbia","funders":"AstraZeneca","keywords":"Medicine; Delphi method; Multidisciplinary approach; Likert scale; Delphi; Guideline; Consensus conference; Referral; Medical physics; Family medicine; Medical education; Pathology; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.1213005,0.00144904,0.001332267,0.008287682,0.008937567,0.006597787,0.00712332,0.006036202,0.01129804],"category_scores_gemma":[0.20272,0.001062876,0.002633017,0.005960182,0.004196126,0.004958428,0.008583847,0.006646091,0.003297228],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05145262,"about_ca_system_score_gemma":0.3590793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6678137,"about_ca_topic_score_gemma":0.7367646,"domain_scores_codex":[0.8797371,0.06260001,0.01378458,0.003535073,0.03008808,0.01025508],"domain_scores_gemma":[0.6656322,0.04204688,0.01382012,0.004250626,0.2303239,0.0439262],"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":[0.0001420617,0.000398234,0.02735874,0.007125388,0.0001909784,0.001039718,0.01251852,0.001674402,0.001262601,0.004378408,0.7002999,0.243611],"study_design_scores_gemma":[0.000745201,0.0003438247,0.09105878,0.04516905,0.0004401536,0.001230165,0.05093397,0.006236095,0.001543225,0.02021348,0.7813697,0.0007164034],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.01773979,0.01997734,0.03466224,0.8499556,0.007882837,0.01278656,0.003474503,0.001030872,0.0524903],"genre_scores_gemma":[0.3362455,0.04875586,0.3787958,0.1810081,0.003296858,0.02049062,0.008200435,0.0005598023,0.02264702],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.9485474,"threshold_uncertainty_score":0.6682853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02225598580810382,"score_gpt":0.2803197758848464,"score_spread":0.2580637900767425,"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."}}