{"id":"W2794533722","doi":"10.1155/2018/5392785","title":"Multiple Soft Tissue Sarcomas in a Single Patient: An International Multicentre Review","year":2018,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Sarcoma; Soft tissue sarcoma; Medical diagnosis; MEDLINE; Soft tissue; Pediatrics; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001066767,0.0001943724,0.000334246,0.0001299596,0.00005341711,0.00002176038,0.0001488703,0.00006530956,0.0008863526],"category_scores_gemma":[0.000257106,0.0001633509,0.00008278032,0.0002069625,0.00007813842,0.0001704482,0.0000753796,0.0001128288,0.0004099484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001791696,"about_ca_system_score_gemma":0.0000377496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000217181,"about_ca_topic_score_gemma":0.0005683953,"domain_scores_codex":[0.9985346,0.00007172902,0.0003765889,0.0003845926,0.000321424,0.0003110608],"domain_scores_gemma":[0.9990318,0.00009458212,0.00009204688,0.0004562653,0.0001475187,0.0001777972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001307757,0.003482606,0.5990772,0.0001205863,0.00005872658,0.0003587444,0.0005326337,2.635978e-7,0.001485995,0.00005643328,0.001472696,0.3932233],"study_design_scores_gemma":[0.006395596,0.001729407,0.6169817,0.003345542,0.0001618788,0.000250659,0.0002153345,0.0006795923,0.01421138,0.00009886351,0.355536,0.0003939876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.975629,0.01416584,0.00002145686,0.003374742,0.0004427092,0.001116651,0.00003063902,0.0001040557,0.005114867],"genre_scores_gemma":[0.9930825,0.0009016302,0.002560157,0.002872653,0.0002345126,0.00008167645,0.0001307816,0.00003068949,0.0001053803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3928293,"threshold_uncertainty_score":0.9704939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02925523190321646,"score_gpt":0.3119967109334792,"score_spread":0.2827414790302628,"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."}}