{"id":"W4239854469","doi":"10.4326/jjcvs.41.s225","title":"<i></i>","year":2012,"lang":"en","type":"article","venue":"Japanese Journal of Cardiovascular Surgery","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002305588,0.0004955794,0.0002926058,0.0002403643,0.0005133044,0.0006191526,0.0004784388,0.0009842062,0.1742439],"category_scores_gemma":[0.0004193696,0.000141621,0.0002266826,0.0002091013,0.0007205554,0.0004796539,0.0005047623,0.001006042,0.06413376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003662099,"about_ca_system_score_gemma":0.0005116233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007036978,"about_ca_topic_score_gemma":0.001024723,"domain_scores_codex":[0.9998406,0.00001983468,0.00001189182,0.00004052114,0.00003559656,0.00005143047],"domain_scores_gemma":[0.9997838,0.00003419931,0.00001889107,0.00001425693,0.00003897105,0.0001097974],"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":[0.001464353,0.0004050974,0.004131622,0.0008019429,0.00002576005,0.01908663,0.0003539457,0.0003945696,0.0492476,0.008155052,0.2092716,0.7066618],"study_design_scores_gemma":[0.0001720243,0.0007746706,0.007561043,0.0002634484,0.00003779272,0.0306278,0.0001203335,0.001272348,0.01398057,0.002443462,0.9427,0.00004647112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07836094,0.01346274,0.01315615,0.02408187,0.006126999,0.000355435,0.00133673,0.001623062,0.861496],"genre_scores_gemma":[0.2013212,0.00735837,0.01101179,0.004186143,0.005179682,0.0001721387,0.0009714077,0.0006901092,0.7691093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8257561,"threshold_uncertainty_score":0.5829039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749808816350065,"score_gpt":0.2742842532422629,"score_spread":0.2567861650787622,"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."}}