{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00844175,0.0005904214,0.0009221077,0.0008011162,0.001244257,0.005980815,0.002179113,0.006686409,0.1082122],"category_scores_gemma":[0.0416372,0.0002607064,0.001335645,0.0007935574,0.001036633,0.002312975,0.00220469,0.007521394,0.02766325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002967472,"about_ca_system_score_gemma":0.01031439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004001929,"about_ca_topic_score_gemma":0.003767265,"domain_scores_codex":[0.9944627,0.001607413,0.0005234912,0.0007387308,0.002008499,0.0006592165],"domain_scores_gemma":[0.9679897,0.01112693,0.002153059,0.001362814,0.01276136,0.004606107],"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":[0.00009460499,0.00001748233,0.0002668717,0.0005158321,0.00002646514,0.00008921343,0.0000367784,0.00002618943,0.00005666669,0.003593072,0.9426719,0.05260493],"study_design_scores_gemma":[0.0000809081,0.00004965327,0.0008463387,0.001554064,0.00003504476,0.0002921657,0.00008424552,0.00004699817,0.0001009904,0.003239007,0.9936591,0.00001157774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0009083055,0.03950661,0.0009618843,0.7388023,0.1368728,0.0002160982,0.004578379,0.0001897789,0.07796381],"genre_scores_gemma":[0.01954039,0.05141661,0.00152894,0.5059575,0.3237599,0.0005143117,0.005120487,0.0003384629,0.09182337],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8917878,"threshold_uncertainty_score":0,"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."}}