{"id":"W2003539625","doi":"10.1007/bf03018953","title":"Review of SimBioSys ACLS review","year":2000,"lang":"fr","type":"article","venue":"Canadian Journal of Anesthesia/Journal canadien d anesthésie","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007792881,0.0007106964,0.002275235,0.0006188661,0.0005747124,0.0002974161,0.003085068,0.0004259566,0.005574079],"category_scores_gemma":[0.0007426153,0.0006226935,0.00127701,0.001925866,0.0006955716,0.00193085,0.00002287679,0.00169283,0.000231372],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001287303,"about_ca_system_score_gemma":0.01845826,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0123762,"about_ca_topic_score_gemma":0.004290154,"domain_scores_codex":[0.9920157,0.0009985457,0.003642017,0.0004894185,0.001158404,0.001695983],"domain_scores_gemma":[0.9887495,0.000213782,0.002440027,0.001114569,0.002975571,0.004506533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003804024,0.0001246922,0.00153316,0.04719752,0.0002972782,0.3732854,0.001281993,0.0001198943,0.000001994548,0.0006590285,0.3313952,0.2440657],"study_design_scores_gemma":[0.0002812141,0.0006559594,0.0005419728,0.1077989,0.00025446,0.5244046,0.00002884945,0.00002303493,0.000009450174,0.000163146,0.3654898,0.0003485465],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03356051,0.8929117,0.00004988684,0.06900942,0.001937746,0.0005442259,0.00001782852,0.00001288409,0.001955806],"genre_scores_gemma":[0.05943578,0.9233824,0.00164672,0.006603837,0.00218217,0.00000672309,0.000006911481,0.00010473,0.006630715],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2437172,"threshold_uncertainty_score":0.9996225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627710358272235,"score_gpt":0.2391895623015063,"score_spread":0.2229124587187839,"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."}}