{"id":"W2907387349","doi":"10.5114/aic.2018.79100","title":"Percutaneous interventions in cardiology in Poland in the year 2017. Summary report of the Association of Cardiovascular Interventions of the Polish Cardiac Society AISN PTK and Jagiellonian University Medical College","year":2018,"lang":"en","type":"article","venue":"Advances in Interventional Cardiology","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychological intervention; Percutaneous; Interventional cardiology; Internal medicine; Cardiology; Nursing","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":[0.01643584,0.0001243885,0.001156532,0.0002683248,0.00006532743,0.000004501147,0.0005297913,0.0002518426,0.00003196946],"category_scores_gemma":[0.003226697,0.0001093434,0.001447559,0.0004738482,0.0005650065,0.0001857667,0.0002463415,0.0003816841,0.000003009585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005623366,"about_ca_system_score_gemma":0.0001541967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002567089,"about_ca_topic_score_gemma":0.009263354,"domain_scores_codex":[0.9943643,0.002251456,0.002589838,0.0003566266,0.000190061,0.0002477124],"domain_scores_gemma":[0.9969625,0.001028007,0.00136186,0.0004966807,0.0001212394,0.00002967934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000234966,0.0000830809,0.9780844,0.0003653088,0.0003005403,0.0000160081,0.0008217158,0.0007522246,0.000001290178,0.01815639,0.001349883,0.00004564166],"study_design_scores_gemma":[0.000900909,0.0001130902,0.9718763,0.0008644327,0.00004485948,0.000139038,0.003887205,0.000141896,0.000001676235,0.005755391,0.01615472,0.0001205185],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692582,0.01712086,0.0004695191,0.004931659,0.001566521,0.0008861276,0.001062139,0.000005161201,0.004699731],"genre_scores_gemma":[0.99806,0.001422049,0.000101613,0.00009511488,0.0001085615,0.00001823913,0.00002107833,0.000007809173,0.000165512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02880175,"threshold_uncertainty_score":0.5696366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1058006792171726,"score_gpt":0.3824591366756412,"score_spread":0.2766584574584686,"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."}}