{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05195824,0.001324117,0.0007940097,0.003640849,0.006271207,0.00965023,0.002158009,0.003894967,0.007717635],"category_scores_gemma":[0.1038556,0.0007791392,0.001038592,0.00161277,0.01465153,0.006742961,0.007791186,0.004205172,0.002188587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00697942,"about_ca_system_score_gemma":0.03961654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005712484,"about_ca_topic_score_gemma":0.007327057,"domain_scores_codex":[0.9463798,0.04329252,0.002043423,0.001599904,0.005583789,0.001100588],"domain_scores_gemma":[0.9166856,0.05871483,0.004545437,0.003490409,0.0102549,0.006308867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002103478,0.0007290341,0.02101198,0.004995213,0.0002194321,0.0007418514,0.04944119,0.006278749,0.001774929,0.1463073,0.07541446,0.6928755],"study_design_scores_gemma":[0.0002939373,0.001791436,0.007600693,0.01054489,0.0003243818,0.0008400474,0.0454775,0.004777063,0.002386482,0.2654476,0.6603057,0.0002103131],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03442856,0.02755659,0.483624,0.3027034,0.007946623,0.003457388,0.0002171275,0.002120996,0.1379453],"genre_scores_gemma":[0.3331768,0.01902447,0.6036779,0.02347287,0.001903691,0.002975471,0.0001834678,0.000622494,0.01496297],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05195824,"threshold_uncertainty_score":0.2747847,"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."}}