{"id":"W2473730322","doi":"10.1200/jop.2016.013045","title":"The Human Factor: Designing Safety Into Oncology Practice","year":2016,"lang":"en","type":"article","venue":"Journal of Oncology Practice","topic":"Patient Safety and Medication Errors","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University Health Network","keywords":"Medicine; Human error; Work (physics); Aviation; Cognition; Human factors and ergonomics; Engineering ethics; Poison control; Risk analysis (engineering); Medical emergency; Engineering; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01191932,0.0001712095,0.000466624,0.0001470628,0.002283038,0.000003656701,0.0005495956,0.0005242688,0.0003780921],"category_scores_gemma":[0.0592724,0.00009063808,0.0001214832,0.00020573,0.0003270728,0.001650657,0.0001523084,0.002116032,0.0004770961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002098033,"about_ca_system_score_gemma":0.003919777,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004242373,"about_ca_topic_score_gemma":0.00008886719,"domain_scores_codex":[0.9887388,0.008226143,0.001722916,0.0001988742,0.0005648926,0.0005483146],"domain_scores_gemma":[0.9354298,0.05565627,0.006499745,0.0003411214,0.001740833,0.0003322772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01414458,0.002684644,0.009900711,0.00009623403,0.001613101,0.0008061432,0.05915034,0.00003249556,0.03155291,0.03307465,0.180382,0.6665621],"study_design_scores_gemma":[0.003079664,0.001979334,0.003998135,0.0001251677,0.000225462,0.0004245845,0.01941117,0.00000155631,0.000078224,0.00070006,0.9698657,0.0001108994],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01102001,0.0008558811,0.05597315,0.7344006,0.008132304,0.0008601134,0.00000604153,0.00006040393,0.1886915],"genre_scores_gemma":[0.9105002,0.008189618,0.03695265,0.03431612,0.003148262,0.0000776684,0.000003406793,0.00006837692,0.006743704],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8994802,"threshold_uncertainty_score":0.9990159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.133057388174438,"score_gpt":0.5411538841283305,"score_spread":0.4080964959538925,"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."}}