{"id":"W2385654693","doi":"","title":"Confirmation of Metis200 Automatic Hematology Analyzer","year":2013,"lang":"en","type":"article","venue":"China Medical Devices","topic":"Fire Detection and Safety Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hematology analyzer; Hematology; Medicine; Internal medicine; Medical physics; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.002840959,0.001258351,0.0007306816,0.003335624,0.001000624,0.001079364,0.001724701,0.001171562,0.004491714],"category_scores_gemma":[0.008271969,0.0004984121,0.0006002674,0.001071733,0.0004591917,0.0008234325,0.0008062369,0.001491928,0.003689921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004446806,"about_ca_system_score_gemma":0.001104832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317679,"about_ca_topic_score_gemma":0.001212729,"domain_scores_codex":[0.99253,0.001432134,0.0006319649,0.0009349029,0.004120322,0.0003506657],"domain_scores_gemma":[0.9953156,0.0008122226,0.0004363795,0.0003991374,0.002842246,0.0001944712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003242114,0.0005610071,0.1251366,0.001203631,0.0002012126,0.004529713,0.001412585,0.0008863654,0.4832817,0.004656493,0.06729406,0.3075946],"study_design_scores_gemma":[0.0001934831,0.001624971,0.0905963,0.0004647922,0.0003095054,0.01374141,0.0008851172,0.01544201,0.7160462,0.002413659,0.1580126,0.000269864],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4070592,0.01438177,0.4890847,0.00725158,0.006164904,0.002055053,0.004911393,0.02285754,0.04623393],"genre_scores_gemma":[0.684118,0.004141976,0.2642929,0.004668102,0.001760051,0.001406207,0.006277794,0.001362056,0.03197288],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004491714,"threshold_uncertainty_score":0.01502627,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004444441942954193,"score_gpt":0.2070705544524129,"score_spread":0.2026261125094587,"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."}}