{"id":"W2062802492","doi":"10.1002/dc.20662","title":"Cyto‐histological correlations in primary, recurrent and metastatic rhabdomyosarcoma: The institut Curie's experience","year":2007,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Rhabdomyosarcoma; Cytology; Atypia; Pathology; Alveolar rhabdomyosarcoma; Fine-needle aspiration; Multinucleate; Giant cell; Sarcoma; Cytopathology; Biopsy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004906824,0.0002124587,0.0004421181,0.0001632141,0.0001517474,0.00001488956,0.0001102478,0.00009375808,0.00006549311],"category_scores_gemma":[0.002373983,0.0001398052,0.00007397767,0.0002862111,0.0005674133,0.00006022015,0.0001070377,0.0003146016,0.00004179285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001657491,"about_ca_system_score_gemma":0.00008239082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005527194,"about_ca_topic_score_gemma":0.0002117481,"domain_scores_codex":[0.9983848,0.0001226902,0.0004647515,0.0004129797,0.0001989433,0.0004158602],"domain_scores_gemma":[0.9954996,0.003852969,0.0001024892,0.000348777,0.0000494846,0.0001466611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001143825,0.001105835,0.9457704,0.00002257603,0.00001722084,0.005424957,0.001524051,0.00000368293,0.00008822467,0.006291116,0.0001866942,0.03945088],"study_design_scores_gemma":[0.001855828,0.0003768746,0.987369,0.00008514109,0.0001362242,0.002519118,0.0004255622,0.00003026707,0.0001061616,0.0004556643,0.006497155,0.0001429957],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842808,0.009179369,0.0007661101,0.002232109,0.0003681711,0.001039753,0.00001058812,0.0000443395,0.002078738],"genre_scores_gemma":[0.9959826,0.0008781017,0.001289996,0.001217615,0.00005970942,0.0004883879,0.0000400531,0.00001308012,0.00003038656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04159863,"threshold_uncertainty_score":0.5701092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846360875716708,"score_gpt":0.3082429252433118,"score_spread":0.2797793164861447,"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."}}