{"id":"W4387769210","doi":"10.3820/jjpe.27.s68","title":"海外のclinical codes repository","year":2022,"lang":"zh","type":"article","venue":"Japanese Journal of Pharmacoepidemiology/Yakuzai ekigaku","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Manitoba Centre for Health Policy, University of Manitoba","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.01461432,0.0009277769,0.0009560234,0.01023022,0.002766385,0.004601237,0.002059134,0.001347642,0.08761147],"category_scores_gemma":[0.0501801,0.0008492291,0.001121885,0.01017312,0.00161924,0.004536367,0.00401172,0.001614999,0.0619821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002958177,"about_ca_system_score_gemma":0.01346573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.010686,"about_ca_topic_score_gemma":0.006292654,"domain_scores_codex":[0.9849675,0.003514898,0.003285583,0.001660176,0.00573173,0.0008401232],"domain_scores_gemma":[0.9170024,0.02066849,0.008284896,0.01608398,0.03346768,0.004492452],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008477101,0.0003531906,0.03680012,0.0006975714,0.0000731963,0.0004445247,0.001451531,0.0006711937,0.003424013,0.02645164,0.452157,0.4766283],"study_design_scores_gemma":[0.0003678016,0.0003416732,0.03776405,0.000572017,0.0001038422,0.000939457,0.001488306,0.003765224,0.01564156,0.01711412,0.9216481,0.000253889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09644575,0.002981122,0.1309188,0.04444014,0.009958301,0.01000079,0.1995504,0.02855307,0.4771516],"genre_scores_gemma":[0.2535758,0.003127919,0.2007502,0.01331593,0.005394973,0.007933624,0.1822909,0.004242044,0.3293685],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08761147,"threshold_uncertainty_score":0.2930896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086203718914054,"score_gpt":0.4849176941936024,"score_spread":0.376297322302197,"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."}}