{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00256086,0.001428348,0.0007685459,0.003830527,0.001138919,0.005957151,0.002649126,0.002357299,0.6436766],"category_scores_gemma":[0.02963185,0.0007144916,0.000831241,0.002395886,0.001069619,0.01113276,0.004735245,0.001897772,0.6449569],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009915299,"about_ca_system_score_gemma":0.00146699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902297,"about_ca_topic_score_gemma":0.001179487,"domain_scores_codex":[0.9977207,0.0002221762,0.000179328,0.0002955334,0.001269151,0.0003131186],"domain_scores_gemma":[0.9852688,0.003013936,0.0009773675,0.005347518,0.00406794,0.001324497],"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":[0.0001287074,0.00006207188,0.001049044,0.0001836684,0.00001113295,0.0002667748,0.0001650112,0.0001219348,0.0007921322,0.00521338,0.8315759,0.1604303],"study_design_scores_gemma":[0.00002545218,0.00002551673,0.001059606,0.0001608732,0.000007604783,0.0005017729,0.00007403056,0.0006985637,0.0009965069,0.003829597,0.9925914,0.00002905284],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004212219,0.0006729743,0.0342341,0.006649868,0.002330546,0.0003935136,0.01543173,0.2393632,0.6967118],"genre_scores_gemma":[0.03235979,0.001005446,0.01440028,0.003921365,0.001260265,0.0003351442,0.02742103,0.1059138,0.813383],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6436766,"threshold_uncertainty_score":0.508252,"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."}}