{"id":"W2940189238","doi":"10.4244/eij-d-18-00956","title":"FORMA Tricuspid Repair System: device enhancements and initial experience","year":2019,"lang":"en","type":"article","venue":"EuroIntervention","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007420293,0.00009447926,0.0001634598,0.00005272749,0.00003508538,0.00001790075,0.00002314965,0.00002259218,0.0001702004],"category_scores_gemma":[0.00001536259,0.00008227752,0.0005174178,0.00007278259,0.00001233502,0.0001398076,0.00003950867,0.00004007191,0.0002389561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005915352,"about_ca_system_score_gemma":0.00001009718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003690204,"about_ca_topic_score_gemma":7.545093e-7,"domain_scores_codex":[0.999255,0.00003336583,0.0002064689,0.0002134583,0.0001626946,0.0001289959],"domain_scores_gemma":[0.9996061,0.000009090087,0.00007135441,0.0001820745,0.00004616582,0.00008517871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006919522,0.0004948985,0.982447,0.001394971,0.0005377111,0.0001014678,0.0004117996,4.743347e-7,0.00180519,0.0003677629,0.0008122475,0.01093458],"study_design_scores_gemma":[0.00360948,0.00115804,0.9895208,0.0009434652,0.0002822353,0.00009281193,0.0006385325,0.0002653594,0.001453322,0.000005404693,0.001903253,0.0001272994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913973,0.0006607255,0.0001283314,0.00001799897,0.0003587178,0.0004181096,0.000008529661,0.0001001001,0.006910173],"genre_scores_gemma":[0.9984865,0.00002298265,0.00007249435,0.00007252879,0.00006336085,0.00001129598,0.00004446553,0.00001184693,0.001214593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01080728,"threshold_uncertainty_score":0.335518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02117830264227578,"score_gpt":0.3661361891982616,"score_spread":0.3449578865559859,"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."}}