{"id":"W2169763961","doi":"10.1002/jso.20129","title":"Keeping abreast of soft‐tissue sarcomas","year":2004,"lang":"en","type":"letter","venue":"Journal of Surgical Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Soft tissue; General surgery; Radiology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002343065,0.0005127078,0.0007467093,0.0009024651,0.002690115,0.002112377,0.001293187,0.01607909,0.006650506],"category_scores_gemma":[0.02125515,0.0004226562,0.0006079264,0.000942172,0.003061712,0.003569671,0.0009953016,0.02339041,0.004157404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00375024,"about_ca_system_score_gemma":0.002639257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00452073,"about_ca_topic_score_gemma":0.009665227,"domain_scores_codex":[0.9975193,0.0007137567,0.0003120196,0.0001906667,0.001029547,0.0002346743],"domain_scores_gemma":[0.9900751,0.005821724,0.0008078548,0.0003170848,0.002044973,0.0009333062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002459849,0.00001269104,0.0004238799,0.0001145745,0.000007497782,0.002142297,0.0001884869,0.0000390272,0.0002402552,0.00121723,0.9830948,0.01249467],"study_design_scores_gemma":[0.00004752246,0.00005584331,0.002088791,0.0010842,0.00003356809,0.0130771,0.0007015773,0.00009486612,0.0004215333,0.003932416,0.9784279,0.00003472649],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008401937,0.007184855,0.0001039258,0.9439241,0.04041694,0.000006391384,0.00002079577,0.00001983408,0.007483078],"genre_scores_gemma":[0.02114714,0.01469927,0.0003085793,0.7530081,0.2002846,0.0000206411,0.00003357706,0.00004075552,0.01045728],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01607909,"threshold_uncertainty_score":0.02721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03157133385804863,"score_gpt":0.3316122357843528,"score_spread":0.3000409019263042,"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."}}