{"id":"W4391264773","doi":"10.1016/j.ceh.2024.01.002","title":"Expert consensus on the evaluation and management of high-risk indeterminate pulmonary nodules","year":2024,"lang":"en","type":"article","venue":"Clinical eHealth","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency","funders":"","keywords":"Indeterminate; Risk management; Medicine; Management; Economics; Mathematics","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":[0.06411667,0.001235355,0.002495295,0.005859161,0.002724457,0.004711594,0.006223073,0.0132531,0.006519734],"category_scores_gemma":[0.1322503,0.001042642,0.00535178,0.002998005,0.002427953,0.003918632,0.005039536,0.01190051,0.004242485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006821564,"about_ca_system_score_gemma":0.03393671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00961159,"about_ca_topic_score_gemma":0.01100781,"domain_scores_codex":[0.9399322,0.02439398,0.01634043,0.002850817,0.0135357,0.002946907],"domain_scores_gemma":[0.81299,0.04380144,0.009735055,0.003652645,0.1188312,0.01098971],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002239427,0.0001082547,0.001709265,0.01874754,0.0002546505,0.0009106328,0.002429666,0.0008374822,0.001143365,0.006466899,0.7243055,0.2428629],"study_design_scores_gemma":[0.0001580637,0.0001344967,0.002884324,0.06462393,0.0005226337,0.001701834,0.002447849,0.0007024372,0.0008932984,0.01268909,0.9130498,0.000192134],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003393964,0.2044837,0.01708717,0.6743633,0.0685643,0.001591661,0.001658259,0.0002822866,0.02857544],"genre_scores_gemma":[0.1047376,0.4332018,0.1007989,0.2850088,0.04296439,0.004050187,0.006516705,0.0004081248,0.02231348],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06411667,"threshold_uncertainty_score":0.3390854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09863785664931063,"score_gpt":0.4577126991801981,"score_spread":0.3590748425308875,"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."}}