{"id":"W4245287541","doi":"10.1007/978-3-030-46812-5","title":"Comprehensive Healthcare Simulation: Program &amp; Center Development","year":2020,"lang":"en","type":"book","venue":"Comprehensive healthcare simulation","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Center (category theory); Key (lock); Health care; Process (computing); Computer science; Process management; Engineering management; Engineering; Political science; Programming language; Chemistry; Computer security","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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0008033481,0.001640507,0.002434053,0.0009418686,0.003931431,0.0001170572,0.00101271,0.001949318,0.001129074],"category_scores_gemma":[0.000699365,0.001781528,0.0004109466,0.001145868,0.0003647101,0.0005631053,0.0006894191,0.004341612,0.007125231],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.005087818,"about_ca_system_score_gemma":0.01238182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000285416,"about_ca_topic_score_gemma":0.001050223,"domain_scores_codex":[0.9823588,0.003850001,0.005479391,0.002557442,0.002785383,0.002968946],"domain_scores_gemma":[0.9763106,0.008114343,0.003625186,0.001722326,0.007935268,0.002292322],"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":[0.001997117,0.0005733651,0.01201023,0.07005045,0.0008418946,0.000164507,0.1303815,0.1032525,0.00004079532,0.006508837,0.3677211,0.3064577],"study_design_scores_gemma":[0.002461586,0.0003727185,0.006999291,0.00189897,0.0000456237,0.000004654935,0.0007924655,0.01107351,0.000001292132,0.001103546,0.9739692,0.001277141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.03419354,0.01518244,0.07332358,0.4258872,0.05192344,0.2289356,0.01483716,0.02300431,0.1327128],"genre_scores_gemma":[0.2793823,0.001161685,0.03016903,0.4156058,0.01511222,0.006300941,0.02968365,0.001849636,0.2207348],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.6062481,"threshold_uncertainty_score":0.9997841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.676466754261395,"score_gpt":0.6428800727420495,"score_spread":0.03358668151934552,"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."}}