{"id":"W3097323242","doi":"10.1080/24745332.2020.1828004","title":"Extensive pleural disease complicating metastatic melanoma","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Respiratory Critical Care and Sleep Medicine","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Ottawa Hospital","funders":"","keywords":"Medicine; Thoracoscopy; Pleural effusion; Pleurodesis; Pulmonology; Parietal Pleura; Medical history; Melanoma; Metastatic melanoma; Surgery; Radiology; Stage (stratigraphy); Pleural disease; Internal medicine; 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":[0.0001857321,0.001132445,0.0006461174,0.001198576,0.001534428,0.0009272705,0.00055304,0.001958503,0.003576409],"category_scores_gemma":[0.001735224,0.0006189434,0.000404695,0.00104777,0.0005907619,0.0008388754,0.000759186,0.001506275,0.0008966987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006000049,"about_ca_system_score_gemma":0.0004611944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002006949,"about_ca_topic_score_gemma":0.004340158,"domain_scores_codex":[0.9997174,0.00002974765,0.00002563254,0.0000507638,0.00006637271,0.0001100458],"domain_scores_gemma":[0.9992226,0.000198196,0.0001555835,0.00004318852,0.00004626422,0.0003342238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00004237437,0.00002203372,0.008682914,0.00002520184,0.000005352585,0.9888758,0.00007580707,0.00004493592,0.0008422959,0.00005285206,0.0002705838,0.001059941],"study_design_scores_gemma":[0.00002199727,0.0001366571,0.0195346,0.00002855931,0.0000170818,0.9786888,0.0001464696,0.0002051522,0.0002681746,0.0001175132,0.0008272824,0.000007647924],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618872,0.009034917,0.001131176,0.002065172,0.0003402564,0.0001817356,0.0003666384,0.0001624193,0.02483053],"genre_scores_gemma":[0.9962308,0.001706845,0.0002318617,0.0003749222,0.0004671807,0.00001150288,0.00007863025,0.000006301387,0.0008919867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003576409,"threshold_uncertainty_score":0.01196426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07353909069269847,"score_gpt":0.3294689323524676,"score_spread":0.2559298416597691,"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."}}