{"id":"W1968585009","doi":"10.1002/dc.20562","title":"Cyto‐histological correlations inprimary, recurrent, and metastatic bone and soft tissue osteosarcoma. Institut Curie's experience","year":2007,"lang":"en","type":"article","venue":"Diagnostic Cytopathology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôtel-Dieu de Québec","funders":"","keywords":"Medicine; Osteosarcoma; Osteoid; Chondrosarcoma; Giant cell; Pathology; Ossification; Cytology; Differential diagnosis; Soft tissue; Fine-needle aspiration; Anatomy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001763648,0.0004129255,0.0002648217,0.002624468,0.0005807594,0.0006249627,0.0004913536,0.0005070806,0.002055773],"category_scores_gemma":[0.005442057,0.0003683754,0.0001902088,0.001018428,0.000769455,0.0004266792,0.0008462991,0.0003585344,0.000454054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001360016,"about_ca_system_score_gemma":0.0004187326,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005072044,"about_ca_topic_score_gemma":0.006918176,"domain_scores_codex":[0.9987161,0.0003183486,0.0001181845,0.0002475542,0.000353134,0.0002466385],"domain_scores_gemma":[0.9982663,0.000619151,0.0002724628,0.0002108606,0.0003012534,0.0003300664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002763025,0.0001275248,0.9400856,0.00006503415,0.000021842,0.0139661,0.001454689,0.0001457344,0.005164143,0.0001306786,0.0009276678,0.03763453],"study_design_scores_gemma":[0.00006158113,0.0006491737,0.8302311,0.00009079272,0.00005280289,0.1441313,0.001567989,0.001151947,0.009657175,0.0002049885,0.01215599,0.00004522919],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928319,0.004350221,0.000587997,0.0001811449,0.00002218745,0.000029037,0.0001057209,0.00005748897,0.001834363],"genre_scores_gemma":[0.9979736,0.0007979962,0.0005958794,0.00008748887,0.00002516985,0.0000109544,0.0001328953,0.000008354383,0.0003675969],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005072044,"threshold_uncertainty_score":0.01008505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02617069826802032,"score_gpt":0.3162207395008758,"score_spread":0.2900500412328555,"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."}}