{"id":"W123023646","doi":"","title":"Ambulatory laparoscopic renal cyst decortication.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Hospital; McGill University Health Centre; Royal Victoria Regional Health Centre","funders":"","keywords":"Medicine; Decortication; Ambulatory; Sclerotherapy; Surgery; Cyst; Laparoscopy; Percutaneous; Anesthesia","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":[0.0001400494,0.0003615823,0.000347545,0.0003290162,0.0005548901,0.0004045634,0.0004323371,0.00119623,0.0109949],"category_scores_gemma":[0.0008143158,0.000140437,0.0003116338,0.0002926758,0.0004679275,0.0006168302,0.0004840543,0.00102688,0.001688623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002515674,"about_ca_system_score_gemma":0.0002730875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002579729,"about_ca_topic_score_gemma":0.0004513644,"domain_scores_codex":[0.999777,0.00002981961,0.00001480558,0.0000388822,0.00007104586,0.00006845948],"domain_scores_gemma":[0.9994486,0.0001167044,0.0002102831,0.00003656163,0.00002915592,0.000158707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000482081,0.0003973597,0.0345635,0.0006217856,0.00004121069,0.8345393,0.0003336239,0.0002714629,0.01339555,0.0009796494,0.006681874,0.1076927],"study_design_scores_gemma":[0.0000328656,0.0002400271,0.009851782,0.00003716625,0.000007169965,0.9809033,0.00005692613,0.0002964507,0.0009220288,0.0001939928,0.007450123,0.000008072564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8877478,0.02142258,0.01422627,0.007086062,0.001359641,0.0001720993,0.000494016,0.001071336,0.06642016],"genre_scores_gemma":[0.9805861,0.00239433,0.002910638,0.00188042,0.001225132,0.00003555859,0.0002453842,0.00006081261,0.01066148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0109949,"threshold_uncertainty_score":0.03678167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02038405623670324,"score_gpt":0.2385373875982854,"score_spread":0.2181533313615821,"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."}}