{"id":"W2324058729","doi":"10.1097/sih.0000000000000039","title":"From Bricks to Buildings","year":2014,"lang":"en","type":"article","venue":"Simulation in Healthcare The Journal of the Society for Simulation in Healthcare","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; SickKids Foundation; University of Toronto; The Wilson Centre; Memorial University of Newfoundland; Centennial College; Western University","funders":"","keywords":"Psychological intervention; Intervention (counseling); Context (archaeology); Identification (biology); Computer science; Management science; Field (mathematics); Statement (logic); Knowledge management; Medical education; Process management; Medicine; Engineering; Nursing; Political 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"],"consensus_categories":[],"category_scores_codex":[0.004430939,0.0003993919,0.000850081,0.0004097238,0.0005744205,0.0000510322,0.0005935153,0.0004948321,0.000030241],"category_scores_gemma":[0.002242485,0.0002931635,0.0008721236,0.001983861,0.0001103751,0.0003101415,0.00008863075,0.001340778,0.000008100328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002156585,"about_ca_system_score_gemma":0.001206041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005775759,"about_ca_topic_score_gemma":0.0004917276,"domain_scores_codex":[0.9938053,0.001020808,0.002706507,0.0004794746,0.001221724,0.0007661331],"domain_scores_gemma":[0.9847757,0.009142085,0.001535043,0.001058631,0.002968226,0.0005202748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006383153,0.00006958908,0.3186578,0.0003728976,0.00003263864,3.111197e-7,0.009450219,0.6671305,0.00001859911,0.0003080258,0.0002883442,0.003032812],"study_design_scores_gemma":[0.003803135,0.0006427476,0.4213739,0.001393746,0.0001110519,0.00001071584,0.003632859,0.5525015,0.00005679164,0.01244182,0.003687335,0.0003443623],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7919669,0.0008714132,0.01299601,0.1880892,0.00244143,0.00351355,0.00006348518,0.00004946002,0.000008553474],"genre_scores_gemma":[0.97733,0.00004265384,0.00376077,0.01682715,0.001772724,0.00007176086,0.00004649724,0.00009228299,0.00005617318],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1853631,"threshold_uncertainty_score":0.9999521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330423905154526,"score_gpt":0.4007731517148552,"score_spread":0.3574689126633099,"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."}}