{"id":"W4236845011","doi":"10.1001/jamacardio.2019.3439","title":"Highlights","year":2020,"lang":"en","type":"article","venue":"JAMA Cardiology","topic":"Vascular Procedures and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002769577,0.00004636178,0.0001765499,0.00001319304,0.00002777309,0.000004356804,0.00005029093,0.00006441835,0.00005346264],"category_scores_gemma":[0.00006789937,0.00003659149,0.0001117126,0.00007580388,0.00002357236,0.00001476727,0.00002665609,0.0000886433,0.0003340553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007884046,"about_ca_system_score_gemma":0.00003122532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002405099,"about_ca_topic_score_gemma":2.082321e-7,"domain_scores_codex":[0.9996154,0.00002015597,0.00007416479,0.0001432148,0.00005061889,0.00009646167],"domain_scores_gemma":[0.9996743,0.00001247624,0.00001307996,0.0001529643,0.00004362742,0.0001035212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002815758,0.00005659062,0.03035269,0.0001763956,0.00101143,0.0004720953,0.0006704876,0.0001455639,0.03797729,0.1480963,0.7632733,0.01748635],"study_design_scores_gemma":[0.0007667113,0.0001715815,0.09731915,0.000004652684,0.00008194697,0.001000316,0.00003413923,0.0001571536,0.0005307528,0.0003461152,0.8995197,0.00006773466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3327298,0.002506942,0.01641982,0.4413808,0.0002516581,0.0005332596,0.00001151049,0.0004043326,0.2057619],"genre_scores_gemma":[0.9894993,0.00006670032,0.0004398109,0.00902973,0.0007623556,0.00001696745,0.00001724456,0.000007050273,0.0001608552],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6567695,"threshold_uncertainty_score":0.4293716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02678038636935102,"score_gpt":0.2597948680254171,"score_spread":0.2330144816560661,"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."}}