{"id":"W6930251768","doi":"10.5281/zenodo.12337278","title":"Iso 27034 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Normative; Documentation; Technical standard; Information security management system; Blueprint; Voting; International standard","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002606842,0.002549579,0.001362472,0.007091867,0.001773161,0.008639504,0.004668758,0.003380463,0.6987464],"category_scores_gemma":[0.008117879,0.001277618,0.001385773,0.005390823,0.001287573,0.0064697,0.00295636,0.00243807,0.7296284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354237,"about_ca_system_score_gemma":0.004216831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007313149,"about_ca_topic_score_gemma":0.006557135,"domain_scores_codex":[0.9958327,0.0002009696,0.0002431334,0.0002986376,0.003170036,0.0002545153],"domain_scores_gemma":[0.9924252,0.0003573127,0.0002040328,0.0006885661,0.005949504,0.0003753347],"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":[0.00009331222,0.00006858589,0.0000896251,0.0005706138,0.000006221286,0.00009970019,0.00005863901,0.0003353603,0.002542031,0.007182704,0.8212918,0.1676614],"study_design_scores_gemma":[0.000009043981,0.00002192518,0.000155354,0.00008968035,0.000003641012,0.00006754615,0.00002755454,0.00006601738,0.0007851929,0.0007554789,0.9980087,0.000009850928],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004276131,0.001134651,0.009055698,0.0006373519,0.00258223,0.0005097227,0.009225694,0.006758374,0.9696687],"genre_scores_gemma":[0.002555412,0.001721029,0.004994645,0.0005652194,0.0004748413,0.000267138,0.01082021,0.003603803,0.9749977],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3012536,"threshold_uncertainty_score":0.4297016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02722553369736786,"score_gpt":0.2747000539803029,"score_spread":0.247474520282935,"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."}}