{"id":"W2029431574","doi":"10.1007/s13193-012-0127-5","title":"Head and Neck Soft Tissue Sarcoma","year":2011,"lang":"en","type":"article","venue":"Indian Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Rhabdomyosarcoma; Medicine; Angiosarcoma; Sarcoma; Head and neck; Soft tissue; Fibrosarcoma; Osteosarcoma; Surgical oncology; Pathology; Oncology; Surgery","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":[0.000114815,0.0001926714,0.000240205,0.0008685345,0.0009603249,0.0007899856,0.0002982108,0.000375315,0.01457743],"category_scores_gemma":[0.0004512627,0.00012441,0.000324498,0.0008377567,0.0006059766,0.0005185219,0.0005669054,0.0005730704,0.003335052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007857924,"about_ca_system_score_gemma":0.001354775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004392013,"about_ca_topic_score_gemma":0.01150169,"domain_scores_codex":[0.999835,0.00001171503,0.00001616429,0.00002035833,0.00005468672,0.00006199347],"domain_scores_gemma":[0.9998635,0.00002297899,0.00001933442,0.00002393779,0.00003102257,0.00003920723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005549418,0.0002635246,0.09303737,0.000954214,0.0001246707,0.2615502,0.001380562,0.0008300117,0.07258177,0.01418899,0.06532778,0.4892059],"study_design_scores_gemma":[0.00004698503,0.0001628046,0.09200129,0.0001843576,0.0001269222,0.6142891,0.001575757,0.0004199135,0.01374266,0.004864879,0.2725388,0.00004653279],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4806732,0.02378537,0.003160699,0.007495451,0.001458408,0.0002855126,0.001935442,0.0003072476,0.4808987],"genre_scores_gemma":[0.9313672,0.009678868,0.001786602,0.001722247,0.0005720403,0.00004735308,0.0006637129,0.00003970529,0.05412236],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01457743,"threshold_uncertainty_score":0.04876631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482295403848777,"score_gpt":0.335710598250394,"score_spread":0.2908876442119063,"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."}}