{"id":"W2086963694","doi":"10.1016/j.jmir.2015.01.042","title":"From Incident to Implementation: The Tale of Safety Strap Implementation in Ontario Radiation Therapy Centres","year":2015,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Disaster Response and Management","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cancer Care Ontario; Sunnybrook Health Science Centre; Regional Municipality of Durham","funders":"","keywords":"Radiation Therapist; Position statement; Documentation; Medicine; Radiation therapy; Patient safety; Medical emergency; Medical physics; Health care; Surgery; Family medicine; Computer science","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":[0.009357835,0.0003022539,0.0004112732,0.001668036,0.0215314,0.009745427,0.004218624,0.00368266,0.006626191],"category_scores_gemma":[0.03376842,0.00102818,0.0005700986,0.003253069,0.009591521,0.005320246,0.01132147,0.008710989,0.0004113514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1282213,"about_ca_system_score_gemma":0.2342649,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9500815,"about_ca_topic_score_gemma":0.9800726,"domain_scores_codex":[0.9799033,0.004158999,0.0007078216,0.0008019006,0.003720339,0.01070763],"domain_scores_gemma":[0.9600347,0.004875869,0.006255368,0.001293476,0.01027724,0.01726344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003649127,0.0006417996,0.4293453,0.0003211048,0.0001162269,0.001133806,0.4508145,0.0005578281,0.0007390867,0.01118344,0.04111898,0.06366307],"study_design_scores_gemma":[0.00001778977,0.0001380633,0.4000103,0.0002906955,0.00002376078,0.00006954379,0.5793057,0.0002745062,0.0001494635,0.00100083,0.01865017,0.00006916229],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8856435,0.0008513198,0.0003730301,0.09673493,0.000218424,0.0001767926,0.0003531752,0.00004361591,0.0156052],"genre_scores_gemma":[0.9931044,0.0004461047,0.0002830005,0.003275768,0.00003146634,0.0000512403,0.00008806172,0.000023436,0.002696547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1282213,"threshold_uncertainty_score":0.9303148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07297106411593077,"score_gpt":0.4795323960885857,"score_spread":0.406561331972655,"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."}}