{"id":"W2484889102","doi":"","title":"Development of an Open Source Educational Resource: \"Clinical Procedures for Safer Patient Care\".","year":2016,"lang":"en","type":"article","venue":"PubMed","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"British Columbia Institute of Technology","funders":"","keywords":"Checklist; SAFER; Resource (disambiguation); Process (computing); Patient safety; Quality (philosophy); Nursing; Medical education; Health care; Medicine; Nursing process; Process management; Psychology; Computer science; Business","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01543514,0.0009391243,0.0008517895,0.007690394,0.001592826,0.004221726,0.002845099,0.002107573,0.08241497],"category_scores_gemma":[0.06894691,0.0006793426,0.0007692614,0.005251381,0.001214068,0.00703594,0.007825105,0.00276311,0.03472523],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00160485,"about_ca_system_score_gemma":0.01315479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002474503,"about_ca_topic_score_gemma":0.005480348,"domain_scores_codex":[0.9927402,0.003190444,0.001088826,0.0003688946,0.002269354,0.0003422776],"domain_scores_gemma":[0.928594,0.04400944,0.003418508,0.005498149,0.01284979,0.005630015],"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":[0.0001147582,0.0003177652,0.0007875557,0.002576991,0.00001107885,0.0002485444,0.001701559,0.0002242811,0.001135096,0.006669582,0.2912883,0.6949245],"study_design_scores_gemma":[0.0001078723,0.0002163144,0.003359907,0.002419576,0.00002742107,0.0005768301,0.001051901,0.0006874404,0.001634281,0.005212133,0.9846347,0.00007154937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.01815175,0.003797587,0.4175749,0.04180878,0.009068353,0.02192124,0.08164902,0.0502535,0.3557748],"genre_scores_gemma":[0.02919487,0.002616004,0.7363235,0.006704902,0.001721715,0.01336766,0.05787996,0.006994498,0.1451969],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.9971549,"threshold_uncertainty_score":0.2757055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2543211085834217,"score_gpt":0.5205319484650885,"score_spread":0.2662108398816668,"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."}}