{"id":"W2163784170","doi":"10.1002/jso.10104","title":"Desmoid tumors: A novel approach for local control","year":2002,"lang":"en","type":"review","venue":"Journal of Surgical Oncology","topic":"Soft tissue tumor case studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Radiation therapy; Surgery; Prospective cohort study; Chemotherapy; Clinical endpoint; Randomized controlled trial","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001233547,0.0005450585,0.007593177,0.0004229533,0.00007717373,0.00001244427,0.0002752222,0.0006751299,0.0001667556],"category_scores_gemma":[0.0004238806,0.0003479896,0.002309785,0.000315981,0.000446722,0.0000539645,0.00006419264,0.001465975,0.00003086815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009056996,"about_ca_system_score_gemma":0.001022447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002049498,"about_ca_topic_score_gemma":3.496124e-7,"domain_scores_codex":[0.996151,0.0002279508,0.002207963,0.0003594882,0.000484098,0.0005695195],"domain_scores_gemma":[0.9940936,0.00279043,0.001847578,0.0002527234,0.0005597424,0.0004559059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008096872,0.001582594,0.000004944741,0.009572925,0.001792089,0.008341542,0.00004027819,0.000006283362,3.546997e-7,0.0001981814,0.009725069,0.967926],"study_design_scores_gemma":[0.008267492,0.003955605,0.000001635112,0.004012815,0.005217862,0.1064622,0.00005679097,0.00007636924,1.612574e-7,0.000009667935,0.8716949,0.0002445134],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001600066,0.9797456,0.01210055,0.000478405,0.0004675201,0.001354079,0.00004567183,0.00002434334,0.005782197],"genre_scores_gemma":[0.0001009903,0.9881735,0.007554828,0.000180788,0.003037985,0.0001358897,0.00001841115,0.00008902104,0.0007085758],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9676815,"threshold_uncertainty_score":0.9998972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1087239863988619,"score_gpt":0.3906725698261819,"score_spread":0.28194858342732,"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."}}