{"id":"W2314196523","doi":"10.5114/kitp.2013.36147","title":"LETTERS TO EDITOR Prof. Jean-Claude Schoevaerdts","year":2013,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Pulmonary Hypertension Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Philosophy; Art history; Art","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":[0.001353344,0.0002624282,0.0009829673,0.0008007871,0.0001048297,0.0001022182,0.0001790491,0.0001103761,0.0003806409],"category_scores_gemma":[0.002194708,0.0001940417,0.0007302848,0.0004824195,0.00007735687,0.0005632052,0.00007438959,0.0005010628,0.0007100208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002012321,"about_ca_system_score_gemma":0.0004483277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001073767,"about_ca_topic_score_gemma":8.511554e-7,"domain_scores_codex":[0.9965596,0.0003012192,0.0007088425,0.0002533566,0.001391224,0.000785785],"domain_scores_gemma":[0.9961542,0.000618808,0.0002521794,0.0004119479,0.001035087,0.00152776],"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":[0.000383813,0.0002337104,0.08610786,0.0000719626,0.0006277834,0.004004273,0.00002768156,0.0000116688,0.008606371,9.152733e-7,0.8706778,0.02924621],"study_design_scores_gemma":[0.001974631,0.0009634443,0.4181361,0.002132155,0.0009230106,0.0107717,0.0004839619,0.00005117969,0.02444485,0.0001399027,0.5389942,0.0009848886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645367,0.002551958,0.00009456469,0.02698313,0.004433498,0.0005402233,0.00001661596,0.00004027837,0.0008030542],"genre_scores_gemma":[0.9810691,0.0004653128,0.0007396717,0.003595243,0.012884,0.00003988248,0.00001403253,0.00006039678,0.001132282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3320282,"threshold_uncertainty_score":0.9126118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02973116668750061,"score_gpt":0.3178543613753717,"score_spread":0.2881231946878711,"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."}}