{"id":"W2342277112","doi":"","title":"Head and neck incidentalomas on positron emission tomographic scanning: ignore or investigate?","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Incidentaloma; Radiology; Head and neck cancer; Malignancy; Positron emission tomography; Fluorodeoxyglucose; Lymph node; Nuclear medicine; Standardized uptake value; Head and neck; Thyroid cancer; Thyroid; Radiation therapy; Pathology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00236509,0.0005713563,0.0006324418,0.001758626,0.0006285123,0.001484836,0.0008964916,0.001615404,0.0008464427],"category_scores_gemma":[0.01012798,0.0003929261,0.000342853,0.001237774,0.001564311,0.001686236,0.0004999373,0.000912865,0.0006948907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006191148,"about_ca_system_score_gemma":0.00110105,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002248914,"about_ca_topic_score_gemma":0.005077519,"domain_scores_codex":[0.999006,0.0002724139,0.0002283252,0.00009379011,0.0002461674,0.0001533587],"domain_scores_gemma":[0.9954932,0.001576675,0.001506402,0.0001688245,0.0009572417,0.0002977139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001506427,0.00008323207,0.8661588,0.0008536809,0.00006171801,0.06341612,0.0006584208,0.00008740716,0.003139364,0.0002678297,0.004574265,0.06054846],"study_design_scores_gemma":[0.00006920224,0.0003101431,0.3431454,0.002287769,0.0004462697,0.6187145,0.006817987,0.0007373433,0.004791116,0.001338954,0.02127041,0.00007086347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8433073,0.1272366,0.002867098,0.01627392,0.001183752,0.0001282879,0.0002391649,0.0001680961,0.008595755],"genre_scores_gemma":[0.9327437,0.05190273,0.003620212,0.006510491,0.004187806,0.00003430436,0.0002314404,0.00003591656,0.000733286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00236509,"threshold_uncertainty_score":0.01250792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07046267475028524,"score_gpt":0.2818701987891801,"score_spread":0.2114075240388948,"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."}}