{"id":"W2986256287","doi":"10.21873/anticanres.13831","title":"Imaging Soft-tissue Sarcomas of the Head and Neck: A Tertiary Soft-tissue Sarcoma Unit Experience","year":2019,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Cancer Research","funders":"National Institute for Health and Care Research","keywords":"Angiosarcoma; Sarcoma; Medicine; Rhabdomyosarcoma; Synovial sarcoma; Soft tissue; Soft tissue sarcoma; Chondrosarcoma; Radiation therapy; Pathology; Lymph node; Clear-cell sarcoma; Radiology","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":[0.0004568241,0.0003840068,0.0003055601,0.0008474075,0.0008247179,0.0006969317,0.000413026,0.0004680282,0.003861969],"category_scores_gemma":[0.001740475,0.0003523832,0.0002673576,0.001024784,0.0004726336,0.0007360943,0.000847775,0.0004156788,0.0006883754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001103656,"about_ca_system_score_gemma":0.0009213295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002957692,"about_ca_topic_score_gemma":0.008860239,"domain_scores_codex":[0.9995638,0.00007692139,0.00006829939,0.0000618444,0.00008387841,0.0001453312],"domain_scores_gemma":[0.998689,0.0002500767,0.000357103,0.00007091956,0.0001302635,0.0005026205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001171969,0.0002991671,0.9096958,0.0001252576,0.00004064641,0.06719237,0.001963645,0.0002060038,0.002922486,0.00008268603,0.001080209,0.01627459],"study_design_scores_gemma":[0.00004274633,0.0008850195,0.5703593,0.0001352834,0.00006879045,0.4178907,0.004266567,0.0003834518,0.002272621,0.0001234547,0.003535124,0.00003699066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965502,0.001097321,0.0001632117,0.0001358689,0.00001153054,0.00002355884,0.0000743717,0.00001021543,0.001933722],"genre_scores_gemma":[0.9988258,0.0005316673,0.0001549452,0.00009998244,0.00002103218,0.000005509979,0.00007298656,0.000003719219,0.0002843415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003861969,"threshold_uncertainty_score":0.01291955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05517533204560339,"score_gpt":0.4059488464392213,"score_spread":0.3507735143936179,"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."}}