{"id":"W4296953370","doi":"10.1016/j.ando.2022.07.032","title":"Génotypage des cancers anaplasiques de la thyroïde : retour sur 3 ans d’expérience au CHU de Nantes","year":2022,"lang":"fr","type":"article","venue":"Annales d Endocrinologie","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Humanities; Medicine; Gynecology; Philosophy","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":[0.0004607978,0.0006228265,0.0004540235,0.0008865914,0.001223369,0.0007396903,0.0004644348,0.00162023,0.001348855],"category_scores_gemma":[0.001742371,0.0004556663,0.0007244822,0.0005462478,0.0008229037,0.0005867511,0.0005184588,0.001030862,0.0003373232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216265,"about_ca_system_score_gemma":0.0008779826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05599763,"about_ca_topic_score_gemma":0.04498596,"domain_scores_codex":[0.9994369,0.00008749591,0.00004412328,0.0001174623,0.0001546984,0.0001594073],"domain_scores_gemma":[0.9991373,0.0002999726,0.0001140018,0.0000350209,0.000232798,0.0001808714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004832115,0.000393215,0.8756561,0.00007613985,0.0001078112,0.07821394,0.01194343,0.0005178794,0.01286456,0.0001994454,0.0007319383,0.01881232],"study_design_scores_gemma":[0.00002034485,0.000896629,0.9457272,0.00004533279,0.00006968806,0.0419648,0.003936672,0.0004665186,0.001429106,0.00009485651,0.005309748,0.00003902334],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979704,0.0006235949,0.0002713551,0.0003053238,0.0000321474,0.00001720566,0.00006412068,0.000009197639,0.0007066607],"genre_scores_gemma":[0.9957899,0.0008481322,0.0003608977,0.0002598868,0.00007193928,0.00002264132,0.0001622954,0.00001230314,0.002472067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05599763,"threshold_uncertainty_score":0.1113434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.030717969828908,"score_gpt":0.3117918711158915,"score_spread":0.2810739012869835,"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."}}