{"id":"W2748992510","doi":"10.1007/s11748-017-0819-4","title":"Tirone on Tirone David operation and types","year":2017,"lang":"en","type":"review","venue":"General Thoracic and Cardiovascular Surgery","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Toronto General Hospital","funders":"","keywords":"Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002099657,0.0004549228,0.002029194,0.0001775554,0.0003945152,0.0006678909,0.0004097233,0.0003364339,0.000004934026],"category_scores_gemma":[0.00004862202,0.0003363288,0.001078004,0.0001082554,0.00009501777,0.0002730683,0.0002958817,0.0002530408,0.00009803841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003012278,"about_ca_system_score_gemma":0.0001452259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000486325,"about_ca_topic_score_gemma":0.000002056193,"domain_scores_codex":[0.9972855,0.0005529639,0.0004376556,0.0009081218,0.0004474547,0.0003682968],"domain_scores_gemma":[0.9979795,0.0000978575,0.0002110093,0.001531585,0.00004281011,0.0001372902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001347412,0.00001174448,0.00001031045,0.00174981,0.0005512147,0.00007618772,0.00002520462,0.000003135464,1.061522e-7,0.002905084,0.0003902667,0.9942756],"study_design_scores_gemma":[0.00004812465,0.00002600636,0.00002510243,0.0003284284,0.0004168927,0.0002423691,0.000001664147,0.00006833634,0.000001937264,0.0001613033,0.9982318,0.0004480907],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002541048,0.9799994,0.01741617,0.00001587771,0.001097595,0.0004175121,0.00000365249,0.00009426525,0.0009301812],"genre_scores_gemma":[0.0007538187,0.9964036,0.0004730332,0.00003096919,0.0008617828,0.0000886715,0.00005689274,0.00003616597,0.001295113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9978415,"threshold_uncertainty_score":0.9999089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.109940443996248,"score_gpt":0.3311637307809569,"score_spread":0.2212232867847089,"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."}}