{"id":"W2510632166","doi":"10.1118/1.4961801","title":"Poster ‐ 27: Incident Learning Practices in Ontario","year":2016,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; Cancer Care Ontario","funders":"","keywords":"Incident report; Medical education; Computer science; Medicine; Computer security","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":[0.006321264,0.0003282267,0.0003236299,0.002166588,0.008387367,0.003140888,0.002454214,0.0006790782,0.01201069],"category_scores_gemma":[0.01706761,0.0005469965,0.0004927022,0.005245857,0.002467346,0.001344075,0.004534717,0.001184414,0.001237996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06755441,"about_ca_system_score_gemma":0.1007849,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8712996,"about_ca_topic_score_gemma":0.9288303,"domain_scores_codex":[0.9923826,0.001238442,0.0005132245,0.000512044,0.003732812,0.001620927],"domain_scores_gemma":[0.9666499,0.003788055,0.005757153,0.001642708,0.01567337,0.006488733],"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":[0.0004313035,0.0004044616,0.3270917,0.001586711,0.00007703268,0.001199151,0.1313128,0.001562231,0.0028277,0.002006038,0.1040726,0.4274284],"study_design_scores_gemma":[0.00004157581,0.000453776,0.6066567,0.0005517981,0.00003734274,0.0004851138,0.130184,0.001033745,0.001503483,0.0005930882,0.2583229,0.0001365251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8644128,0.002606877,0.006652316,0.0220175,0.0004741519,0.001918467,0.005090319,0.001649403,0.09517821],"genre_scores_gemma":[0.9465846,0.002391157,0.00467066,0.0015743,0.00007782011,0.0003362876,0.002092941,0.0003004489,0.04197165],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8712996,"threshold_uncertainty_score":0.4901439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03103182984446993,"score_gpt":0.3152082106895441,"score_spread":0.2841763808450741,"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."}}