{"id":"W2790439480","doi":"10.5539/jas.v10n4p245","title":"Repair of Defect in Thoracic Wall Associated with Neoplasms—Literature Review","year":2018,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thoracic wall; Thoracic Neoplasm; Metastasis; Surgery; Cancer; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000613597,0.00009587363,0.0003167994,0.00008597489,0.00005459165,0.0000127537,0.0001573521,0.00003076346,0.00002589485],"category_scores_gemma":[0.0005406666,0.00003842839,0.0001590649,0.001773164,0.0002295996,0.0004367546,0.00002233517,0.0001812883,0.000002558226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008251293,"about_ca_system_score_gemma":0.0001638433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005286187,"about_ca_topic_score_gemma":0.0000250345,"domain_scores_codex":[0.9987233,0.00005230496,0.000337697,0.0001217278,0.0005800461,0.0001849305],"domain_scores_gemma":[0.9984379,0.0000487835,0.0003536028,0.00008225874,0.00090775,0.0001697267],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001392481,0.001457153,0.7715076,0.002425849,0.0002400947,0.001806007,0.001351528,0.00002387042,0.1870311,0.0001279761,0.02641228,0.006224062],"study_design_scores_gemma":[0.0002387623,0.001110898,0.9818723,0.01391898,0.0001064899,0.001124021,0.00004290446,0.000007037831,0.001087432,0.000009282878,0.0004127235,0.00006918106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866518,0.01124915,3.084108e-7,0.00116872,0.00005786738,0.0001243812,0.000003505772,0.000009217661,0.0007350633],"genre_scores_gemma":[0.9968119,0.002101289,0.0002621818,0.0004564478,0.00008777018,7.19922e-7,0.000003295281,0.000001960939,0.0002743852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2103647,"threshold_uncertainty_score":0.1567064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234928322490637,"score_gpt":0.2806850816049309,"score_spread":0.2683357983800246,"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."}}