{"id":"W1964255864","doi":"10.1016/j.jmir.2014.03.040","title":"The National System for Incident Reporting in Radiation Therapy: a Central Repository for Radiation Therapy Incidents in Canada","year":2014,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; Canadian Partnership Against Cancer; Health Sciences Centre; Canadian Institute for Health Information; Sunnybrook Health Science Centre; Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Radiation therapy; Medicine; Medical physics; Radiology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00385143,0.0005051011,0.0008403611,0.01245152,0.01154729,0.00603913,0.004047093,0.001050808,0.011437],"category_scores_gemma":[0.01724239,0.000923452,0.0006221481,0.02402616,0.001753811,0.001784913,0.00437407,0.001303563,0.001682409],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1143691,"about_ca_system_score_gemma":0.3785148,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9962505,"about_ca_topic_score_gemma":0.996999,"domain_scores_codex":[0.9932913,0.000577958,0.0007821326,0.0005794791,0.003247987,0.001521267],"domain_scores_gemma":[0.9302744,0.002882347,0.005382223,0.001729211,0.05206592,0.007665894],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003594458,0.0002572348,0.7398326,0.0005784463,0.000165711,0.0006985887,0.006887584,0.002165326,0.0009374339,0.005360872,0.1331143,0.1096424],"study_design_scores_gemma":[0.00006605079,0.0001029073,0.8459128,0.0007870217,0.0002115404,0.0007996987,0.01872096,0.007923771,0.001726838,0.0006825482,0.1228526,0.0002133539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7382774,0.00727934,0.008998455,0.02199842,0.0005213151,0.003273593,0.1464926,0.002495993,0.07066297],"genre_scores_gemma":[0.9132574,0.004850338,0.01784698,0.002930859,0.0001431642,0.0005184658,0.03047465,0.0005152284,0.02946298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9961486,"threshold_uncertainty_score":0.8298095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134860872375631,"score_gpt":0.3248274241953157,"score_spread":0.3113413369577526,"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."}}