{"id":"W4288066081","doi":"10.1097/njh.0000000000000798","title":"From Development to Implementation","year":2021,"lang":"en","type":"article","venue":"Journal of Hospice and Palliative Nursing","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Learning Partnership","funders":"","keywords":"Scale (ratio); Curriculum; Fidelity; Medical education; Health care; Nursing; Psychology; Descriptive statistics; Medicine; Computer science; Pedagogy","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":[],"consensus_categories":[],"category_scores_codex":[0.0001181726,0.00005724723,0.0001433236,0.00007107271,0.00006855931,0.00001842838,0.00001911745,0.00002689056,0.0001881748],"category_scores_gemma":[0.00005154483,0.00005256127,0.00002584152,0.0001371569,0.000009674048,0.00006984553,0.000003759732,0.0001011907,0.000005745507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281448,"about_ca_system_score_gemma":0.0005536154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002271406,"about_ca_topic_score_gemma":0.000005396157,"domain_scores_codex":[0.9992568,0.00003448741,0.0003306376,0.00008699508,0.0002016415,0.00008946873],"domain_scores_gemma":[0.9988165,0.0001351844,0.0001648234,0.00005441516,0.0006789934,0.0001500209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001026225,0.00009720107,0.8576312,0.00003251258,0.00007072641,0.00002681237,0.05933393,0.00003042297,0.002008005,0.0000401619,0.001288067,0.07933832],"study_design_scores_gemma":[0.0007249688,0.0001589382,0.9492917,0.0006818075,0.00005282502,0.00001623014,0.03045171,0.00001451383,0.01646025,0.000259829,0.001830697,0.0000565239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852679,0.0008610974,0.002255173,0.01091724,0.0004710199,0.0000909672,0.00000291003,0.000003464675,0.0001302693],"genre_scores_gemma":[0.9696659,0.00002534483,0.02865666,0.001137903,0.0004442033,0.000001594489,0.00002167887,0.00000630768,0.00004044591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09166048,"threshold_uncertainty_score":0.2143386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05815786337553946,"score_gpt":0.4615001396663806,"score_spread":0.4033422762908412,"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."}}