{"id":"W4389787556","doi":"10.1177/08465371231214699","title":"Canadian Association of Radiologists Thoracic Imaging Referral Guideline","year":2023,"lang":"en","type":"article","venue":"Canadian Association of Radiologists Journal","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; North York General Hospital; University of Waterloo; University of British Columbia; Victoria General Hospital; Health Sciences Centre; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Medical Association","keywords":"Medicine; Chest radiograph; Guideline; Pneumonia; Radiology; Intensive care medicine; Chest pain; Pleural effusion; Referral; Exacerbation; Pneumothorax; Community-acquired pneumonia; Radiography; Surgery; Internal medicine; Pathology","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":[0.005578822,0.0009625403,0.001086341,0.006876659,0.002958254,0.003178834,0.004312558,0.003817443,0.0201946],"category_scores_gemma":[0.03262037,0.0006520504,0.001833651,0.007547505,0.001070635,0.00142389,0.001708939,0.004340127,0.006292298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03329021,"about_ca_system_score_gemma":0.1317306,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.715389,"about_ca_topic_score_gemma":0.8615972,"domain_scores_codex":[0.991173,0.001433413,0.001593232,0.0005109154,0.004500944,0.0007885023],"domain_scores_gemma":[0.9577006,0.001975023,0.001400554,0.0004384741,0.03608999,0.00239528],"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":[0.00002281202,0.00002670072,0.001453213,0.002561048,0.00005153427,0.0002462587,0.0002039328,0.0002187897,0.0001918278,0.003269244,0.9233127,0.06844189],"study_design_scores_gemma":[0.000103009,0.00002464585,0.00605022,0.01182374,0.0001799773,0.000581426,0.000266588,0.0002669477,0.0001256263,0.001675894,0.9788425,0.00005929911],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003273551,0.2014837,0.008671907,0.2646078,0.01267904,0.005890597,0.03886088,0.001099634,0.4634328],"genre_scores_gemma":[0.07583043,0.4103726,0.155551,0.1041218,0.006194151,0.007098653,0.1049113,0.0005234997,0.1353967],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.715389,"threshold_uncertainty_score":0.5725742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02341458413305722,"score_gpt":0.326044319774925,"score_spread":0.3026297356418677,"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."}}