{"id":"W4406778716","doi":"10.1177/08465371241312087","title":"Canadian Association of Radiologists Cancer Diagnostic Imaging Referral Guideline","year":2025,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Ottawa Hospital; University of Ottawa; North York General Hospital; University of Waterloo; McGill University; Memorial University of Newfoundland; University of British Columbia","funders":"Canadian Medical Association","keywords":"Medicine; Guideline; Cancer; Referral; Lung cancer; Radiology; Internal medicine; Oncology; Pathology; Family medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005942522,0.0009453195,0.0009529954,0.006033434,0.003032295,0.002971068,0.004440265,0.004522688,0.02472743],"category_scores_gemma":[0.03045906,0.0006208399,0.001933866,0.00712832,0.001130538,0.001604503,0.001839347,0.004134722,0.007023795],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04217112,"about_ca_system_score_gemma":0.1349556,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7289592,"about_ca_topic_score_gemma":0.8627531,"domain_scores_codex":[0.9911613,0.001581821,0.001221849,0.000561719,0.004699723,0.000773462],"domain_scores_gemma":[0.9692645,0.001966502,0.0009432973,0.0003682667,0.02559283,0.00186462],"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":[0.00001860555,0.00001663172,0.000878929,0.001652424,0.00002959142,0.0001786507,0.0001853979,0.0002194865,0.0001192383,0.004418483,0.9436558,0.04862683],"study_design_scores_gemma":[0.00005072497,0.00001617798,0.002761858,0.006306022,0.00009892767,0.0004002488,0.0002368457,0.0002353612,0.00009470267,0.001703741,0.988054,0.00004138231],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.002516945,0.1391246,0.007898251,0.2735457,0.009873672,0.003602989,0.03833769,0.0009132,0.524187],"genre_scores_gemma":[0.08155487,0.3279776,0.1391454,0.1370001,0.004416983,0.006762998,0.1265807,0.0006079984,0.1759534],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9578289,"threshold_uncertainty_score":0.545274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06475083316553998,"score_gpt":0.385483366094878,"score_spread":0.320732532929338,"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."}}