{"id":"W33664636","doi":"10.1093/eurheartj/suaa167","title":"F/LOSS is Commercial Software","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Infective Endocarditis Diagnosis and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Society of Cardiology","keywords":"Software; Computer science; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004268025,0.0003331956,0.0005575879,0.0001174759,0.0005259255,0.000287012,0.0007402723,0.0001148405,0.0005771692],"category_scores_gemma":[0.0001091431,0.0002396948,0.0001986939,0.0007139581,0.0001682487,0.0001524524,0.0005016372,0.0002583242,0.0003463615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001193142,"about_ca_system_score_gemma":0.00006602915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003412717,"about_ca_topic_score_gemma":0.0000279656,"domain_scores_codex":[0.9979607,0.0001176828,0.0003545487,0.0005095449,0.000519826,0.0005376684],"domain_scores_gemma":[0.9982829,0.0001353512,0.0001621171,0.000979726,0.0002824131,0.0001574544],"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":[0.0003088334,0.0007720868,0.03424247,0.00007426007,0.0002172452,0.0002101546,0.001367589,0.0002569962,0.00005465185,0.0006926418,0.5313263,0.4304768],"study_design_scores_gemma":[0.001302572,0.000093421,0.3980394,0.0001023563,0.0001173254,0.00007572065,0.0001343964,0.00002815496,0.00005790128,0.0001132247,0.5997436,0.0001919432],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6015349,0.001627488,0.04281317,0.05768815,0.0008581302,0.007313329,0.00007352531,0.001071356,0.28702],"genre_scores_gemma":[0.9427429,0.00006952161,0.0003547761,0.04979231,0.0008851287,0.0001087042,0.00006542162,0.00007055842,0.005910632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4302848,"threshold_uncertainty_score":0.9774469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02239515505747791,"score_gpt":0.2889349838934301,"score_spread":0.2665398288359522,"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."}}