{"id":"W346798264","doi":"10.21236/ada435773","title":"Medical Simulation 2004: Emerging Science/Enabling Technologies","year":2004,"lang":"en","type":"report","venue":"","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data science; 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":[0.00720542,0.0007868055,0.0005154197,0.002197299,0.0007969243,0.004827483,0.001051078,0.001637427,0.02296137],"category_scores_gemma":[0.01185298,0.0004426021,0.0004259122,0.003604125,0.0006279447,0.003302953,0.002588621,0.001585603,0.007924083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002979739,"about_ca_system_score_gemma":0.007627119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005722276,"about_ca_topic_score_gemma":0.006722728,"domain_scores_codex":[0.9948831,0.001958001,0.0002957492,0.0002612014,0.002106299,0.0004957113],"domain_scores_gemma":[0.9926404,0.002669941,0.0003130541,0.0004319035,0.002524113,0.001420432],"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":[0.0003233017,0.0005612154,0.01192001,0.0009244098,0.00004534341,0.0002861499,0.001115872,0.008300304,0.002345855,0.03602181,0.5079806,0.4301752],"study_design_scores_gemma":[0.0000217284,0.0001137035,0.005877373,0.0005389748,0.00002016837,0.0003198609,0.0005103236,0.005415083,0.003883102,0.00378068,0.9794997,0.00001919651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08318374,0.06530482,0.1133638,0.1022675,0.01364111,0.001494643,0.01487701,0.005627405,0.6002401],"genre_scores_gemma":[0.3098403,0.1039075,0.09277783,0.005404042,0.002979277,0.001146219,0.03213631,0.001147559,0.4506611],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02296137,"threshold_uncertainty_score":0.07681346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409416073830052,"score_gpt":0.5472508804552507,"score_spread":0.4063092730722456,"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."}}