{"id":"W2781132456","doi":"10.7759/cureus.1971","title":"Developing a Knowledge Test for a Neonatal Ethics Teaching Program","year":2017,"lang":"en","type":"article","venue":"Cureus","topic":"Ethics in medical practice","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"","keywords":"Test (biology); Blueprint; Medical education; Computer science; Psychology; Medicine; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0288816,0.0008674051,0.0006867498,0.002196094,0.0008686412,0.002136376,0.001829174,0.001266798,0.003294904],"category_scores_gemma":[0.1165563,0.0004417993,0.001305375,0.001307842,0.001123981,0.00252674,0.002234576,0.001496606,0.001219254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002666107,"about_ca_system_score_gemma":0.003988368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001397898,"about_ca_topic_score_gemma":0.001457274,"domain_scores_codex":[0.9785532,0.01209332,0.002770547,0.0009518536,0.00453125,0.001099838],"domain_scores_gemma":[0.8459838,0.1093094,0.007337847,0.004327864,0.03061161,0.002429458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002083682,0.0131036,0.2267826,0.001279097,0.0001267035,0.0007142842,0.01339866,0.008523126,0.01540219,0.003260955,0.01086319,0.7044619],"study_design_scores_gemma":[0.002144586,0.04754585,0.630709,0.001919319,0.0003019318,0.002017182,0.02460647,0.09377359,0.1148697,0.008676752,0.072788,0.0006476525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852117,0.0002267886,0.08168701,0.00125224,0.0003318705,0.0161564,0.001059255,0.001316896,0.01275776],"genre_scores_gemma":[0.6515965,0.0001633514,0.3222248,0.0004964261,0.00005893536,0.02072396,0.001453569,0.0001304029,0.003152063],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0288816,"threshold_uncertainty_score":0.1527424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3814227812074334,"score_gpt":0.6322685651972361,"score_spread":0.2508457839898026,"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."}}