{"id":"W3021880341","doi":"10.1210/jendso/bvaa046.889","title":"MON-502 Clinical-Pathological and Molecular Prognostic Markers in Aggressive and Poorly Differentiated Thyroid Cancers; A Tertiary-Center Experience","year":2020,"lang":"en","type":"article","venue":"Journal of the Endocrine Society","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Thyroid cancer; Pathological; Internal medicine; Thyroid; Papillary thyroid cancer; Cancer; Gastroenterology; Disease; Pathology; Oncology","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":[0.0004717568,0.0002907088,0.0003124037,0.0006659714,0.0007939519,0.0006026254,0.0003556472,0.0004084424,0.001813833],"category_scores_gemma":[0.001365051,0.0004068265,0.0002245249,0.0009949531,0.0003794974,0.0003758646,0.0007408638,0.0003565894,0.0005053925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001221299,"about_ca_system_score_gemma":0.001127122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00933804,"about_ca_topic_score_gemma":0.01502826,"domain_scores_codex":[0.9996104,0.00007694208,0.0000465281,0.00008677652,0.00006584017,0.0001135618],"domain_scores_gemma":[0.9989141,0.0002220857,0.0002509316,0.00006496425,0.00009299711,0.000454913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001082192,0.00007984047,0.9922294,0.00001662945,0.000008515828,0.004092413,0.0004103733,0.00004150123,0.0007158472,0.00002192012,0.0001514989,0.002123876],"study_design_scores_gemma":[0.00003771051,0.0007859759,0.9724386,0.00003300575,0.00003553253,0.02308192,0.00148805,0.0005134229,0.0005761625,0.00005384428,0.0009381769,0.00001773058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999338,0.0001868758,0.00004799056,0.00003062995,0.000002968857,0.00001051755,0.00007582706,0.000005182229,0.0003019544],"genre_scores_gemma":[0.9995535,0.00009158649,0.00007610991,0.0000288811,0.00000830223,0.000006349595,0.0001143323,0.000001829629,0.0001190924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00933804,"threshold_uncertainty_score":0.01856738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02122908711605642,"score_gpt":0.3081241093315177,"score_spread":0.2868950222154613,"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."}}