{"id":"W2593926799","doi":"10.1016/j.pathol.2017.01.001","title":"The evolution of differentiated thyroid cancer","year":2017,"lang":"en","type":"review","venue":"Pathology","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Thyroid; Thyroid cancer; Computer science; Profiling (computer programming); Medicine; Computational biology; Pathology; Biology; 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":[0.0007403927,0.0006358706,0.001006694,0.003322103,0.0003319802,0.001583523,0.0008718167,0.001170293,0.003014787],"category_scores_gemma":[0.001901126,0.0002819919,0.000562388,0.00320478,0.0008322266,0.001917585,0.0009918247,0.00153717,0.0009635277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001388549,"about_ca_system_score_gemma":0.002369077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002809649,"about_ca_topic_score_gemma":0.005889522,"domain_scores_codex":[0.999662,0.00006092992,0.00006643806,0.00006034948,0.0001170449,0.00003310826],"domain_scores_gemma":[0.9990833,0.0004667236,0.000147659,0.00002257591,0.000224479,0.00005526798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006358192,0.00002545729,0.0009807304,0.0227713,0.0001128541,0.000614137,0.000147896,0.0003876255,0.0008739943,0.004094569,0.03245959,0.9374682],"study_design_scores_gemma":[0.000009753712,0.00003816788,0.002097328,0.008675748,0.0002129022,0.004237157,0.0001738102,0.0001051631,0.0002521828,0.002038732,0.9821354,0.0000234836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001182146,0.9983438,0.00007788005,0.0005180971,0.0002037495,0.000002012861,0.00001898443,0.000004198192,0.0007129151],"genre_scores_gemma":[0.001417218,0.9971174,0.00015753,0.0004980703,0.0004077348,0.000002240907,0.00003287933,0.000001527227,0.0003654216],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003322103,"threshold_uncertainty_score":0.0100854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0885812329400974,"score_gpt":0.4101740202952812,"score_spread":0.3215927873551838,"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."}}