{"id":"W4205128324","doi":"10.1530/etj-21-0061","title":"Systematic population-based identification of NTRK and RET fusion-positive thyroid cancers","year":2022,"lang":"en","type":"article","venue":"European Thyroid Journal","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Heritage Medical Research Clinic; University of Calgary","funders":"Bayer Canada","keywords":"Medicine; Internal medicine; Thyroid carcinoma; Thyroid cancer; Oncology; Thyroid; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001035391,0.0001679285,0.0003958375,0.0002074271,0.0004556477,0.00005349264,0.0001271041,0.00001644887,0.0001434096],"category_scores_gemma":[0.000101979,0.0001407208,0.0001483293,0.0002301288,0.00003971619,0.00008012941,0.00006735857,0.0002941232,0.00001275371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006150363,"about_ca_system_score_gemma":0.0001599703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007584332,"about_ca_topic_score_gemma":0.000005807792,"domain_scores_codex":[0.9976271,0.0005959261,0.0007702182,0.0002430573,0.0005707977,0.0001928476],"domain_scores_gemma":[0.9985399,0.0001187292,0.0007418075,0.0002877841,0.0001402103,0.0001716322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006228778,0.005075401,0.5429375,0.01681606,0.005671073,0.005577699,0.02276259,0.03250086,0.301003,0.005289697,0.04559809,0.0105392],"study_design_scores_gemma":[0.008203473,0.00345352,0.9714462,0.003264057,0.001419526,0.001882063,0.002684633,0.001894777,0.004750143,0.0001878788,0.0003260759,0.0004876998],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987688,0.008912181,0.0002157582,0.001024734,0.0003911186,0.0006506042,0.00008436896,0.00003333313,0.0009999187],"genre_scores_gemma":[0.9986018,0.000343709,0.0001379843,0.0003445529,0.0001641481,0.00003152264,0.00006073299,0.00004180573,0.0002737594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4285086,"threshold_uncertainty_score":0.5738429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008548094375199187,"score_gpt":0.2417136045405857,"score_spread":0.2331655101653865,"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."}}