{"id":"W2804131709","doi":"10.21037/jovs.2018.05.13","title":"Robotic resection of a middle mediastinal mass","year":2018,"lang":"en","type":"article","venue":"Journal of Visualized Surgery","topic":"Adrenal and Paraganglionic Tumors","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Thoracoscopy; Mediastinal mass; Dissection (medical); Medicine; Radiology; Invasive surgery; Cardiothoracic surgery; Resection; Mediastinum; Surgery; General surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001394556,0.0005426195,0.0004291584,0.0005122647,0.0005843624,0.000593709,0.0003359118,0.0006659082,0.001041341],"category_scores_gemma":[0.0006073863,0.000199565,0.0006650622,0.0001952797,0.0003803011,0.000601988,0.000743985,0.0009111346,0.000589105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002912429,"about_ca_system_score_gemma":0.0002237521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004080371,"about_ca_topic_score_gemma":0.0009095987,"domain_scores_codex":[0.9998844,0.00001101247,0.00001346625,0.00002891913,0.000026046,0.00003611139],"domain_scores_gemma":[0.999769,0.00006012108,0.00004098163,0.00003695009,0.00000668939,0.00008628554],"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":[0.0004524832,0.0001482042,0.02712082,0.0003116691,0.0001663107,0.8026984,0.0003693652,0.001830175,0.09357262,0.001370533,0.001455873,0.07050353],"study_design_scores_gemma":[0.00004177975,0.0004686526,0.01953444,0.000044054,0.00007676064,0.9602736,0.0001073383,0.003086926,0.01055381,0.0006152786,0.005167953,0.00002942563],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9733279,0.004607274,0.01233493,0.0008933741,0.0002082562,0.00003930065,0.0001686642,0.0004433145,0.007976922],"genre_scores_gemma":[0.9942462,0.0005529062,0.003877227,0.0001961405,0.0001917348,0.000007695062,0.00007285035,0.00001960944,0.0008357039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001041341,"threshold_uncertainty_score":0.003483653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06909369484267065,"score_gpt":0.3641493340498825,"score_spread":0.2950556392072118,"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."}}