{"id":"W4282945722","doi":"10.3390/curroncol29060340","title":"Extra-Pleural Pneumonectomy (EPP) in Children and Adults with Locally Advanced Sarcoma: A CanSaRCC Study","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; SickKids Foundation; University of Toronto; Hospital for Sick Children; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Pneumonectomy; Sarcoma; Lung cancer; Oncology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000898179,0.000283853,0.0003344852,0.00106971,0.000418162,0.0006353384,0.0002837064,0.0005520265,0.001741949],"category_scores_gemma":[0.002661526,0.0002357547,0.0004499213,0.00198645,0.0005341692,0.0006284916,0.0004835713,0.0005566876,0.0002950533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009812593,"about_ca_system_score_gemma":0.001146586,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02012043,"about_ca_topic_score_gemma":0.04073317,"domain_scores_codex":[0.9992203,0.0001766193,0.0001085483,0.0001332908,0.0001984098,0.0001628852],"domain_scores_gemma":[0.9973348,0.0006076509,0.001056046,0.0001113173,0.0003365834,0.0005536398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009263712,0.0000247096,0.9980925,0.00002422592,0.00002286863,0.0002065208,0.0001134703,0.00002139678,0.00005820249,0.00001913729,0.00009774563,0.00122651],"study_design_scores_gemma":[0.00001701925,0.0002832891,0.9971899,0.00002984596,0.00003730564,0.001089311,0.000524078,0.00003905356,0.00002712894,0.000009082361,0.0007501056,0.000003880021],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965686,0.001726147,0.00004655874,0.00009336286,0.000009889727,0.00002495692,0.0004735587,0.000001475314,0.001055517],"genre_scores_gemma":[0.9974594,0.001495559,0.00006831288,0.00007533857,0.00005577269,0.00002137163,0.000660259,0.000002388715,0.000161655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9798796,"threshold_uncertainty_score":0.04000658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02775481071329497,"score_gpt":0.3252878460998782,"score_spread":0.2975330353865832,"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."}}