{"id":"W4283448900","doi":"10.1002/ijc.34188","title":"Incidence and management of pleural effusions in patients with Wilms tumor: A Pediatric Surgical Oncology Research Collaborative study","year":2022,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Renal and related cancers","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Université de Montréal; Western University; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Pleural effusion; Thoracentesis; Malignancy; Incidence (geometry); Malignant pleural effusion; Wilms' tumor; Stage (stratigraphy); Retrospective cohort study; Effusion; Pleural disease; Pleurisy; Internal medicine; Radiology; Surgery; Respiratory disease; Lung","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":[0.001080198,0.0002057114,0.0003221176,0.001301252,0.0003645193,0.0005684245,0.0004946843,0.0003792582,0.0005168265],"category_scores_gemma":[0.004415994,0.0002311476,0.0003890976,0.001876226,0.0002621903,0.0006383209,0.0005550468,0.000384297,0.00008858554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005730147,"about_ca_system_score_gemma":0.0006272012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004457334,"about_ca_topic_score_gemma":0.004689321,"domain_scores_codex":[0.9989072,0.0002782021,0.0001782148,0.0001878367,0.0003262051,0.000122334],"domain_scores_gemma":[0.9962246,0.0007057489,0.0021471,0.000147529,0.0003643589,0.0004106482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001281901,0.00000679851,0.9993351,0.000004369467,0.00001464171,0.00006855541,0.00003162169,0.00001518569,0.00002546648,0.000005410634,0.00004528925,0.0004348657],"study_design_scores_gemma":[0.00000472843,0.00004103301,0.9987865,0.000007079987,0.00001655348,0.0007367539,0.0001540896,0.00007674623,0.00003086177,0.000005573572,0.0001381732,0.00000193267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985454,0.0005786485,0.00007220635,0.00006970291,0.00000357441,0.00001206114,0.0004205171,0.000002606554,0.0002953013],"genre_scores_gemma":[0.9989092,0.000374471,0.0001016415,0.00002025539,0.00001090677,0.00001338232,0.000541606,0.000001707696,0.00002670405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004457334,"threshold_uncertainty_score":0.008862734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013855360638763,"score_gpt":0.3552597077795809,"score_spread":0.3451211541731933,"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."}}