{"id":"W1994976464","doi":"10.1118/1.3244121","title":"Poster — Wed Eve—17: Detrimental Dose: A Proposed Metric to Score Incidents in Radiation Therapy","year":2009,"lang":"en","type":"article","venue":"Medical Physics","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Credit Valley Hospital; University of Toronto","funders":"","keywords":"Metric (unit); Radiation therapy; Dosimetry; Medical physics; Scrutiny; Medicine; Computer science; Nuclear medicine; Radiology; Operations management","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":[],"consensus_categories":[],"category_scores_codex":[0.008890515,0.001225422,0.000900974,0.005513396,0.001415604,0.005799273,0.001881005,0.002120326,0.00882749],"category_scores_gemma":[0.02423653,0.0002897235,0.0009379109,0.002758408,0.001764643,0.003498598,0.002937444,0.001759702,0.002594696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00270413,"about_ca_system_score_gemma":0.002364053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002479525,"about_ca_topic_score_gemma":0.004248097,"domain_scores_codex":[0.9915655,0.002986304,0.001356172,0.0005986511,0.003145468,0.0003479674],"domain_scores_gemma":[0.9847649,0.003332126,0.002331834,0.001095604,0.007230625,0.001244955],"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":[0.00129062,0.0009266079,0.1133392,0.000952308,0.0003249037,0.0003728885,0.001501259,0.04773481,0.01128992,0.07524696,0.09249341,0.6545271],"study_design_scores_gemma":[0.0003587303,0.004877892,0.1412536,0.0007244347,0.0004064232,0.002913856,0.00409647,0.5303338,0.03593343,0.09601015,0.1821633,0.0009280581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1155482,0.001771422,0.7943311,0.01351007,0.002813038,0.002804827,0.005056013,0.003586659,0.06057857],"genre_scores_gemma":[0.4103417,0.0006588888,0.5721219,0.0005811434,0.0006300093,0.0009093147,0.002379091,0.0002982795,0.01207972],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.008890515,"threshold_uncertainty_score":0.04701805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125408796450407,"score_gpt":0.3208492178070783,"score_spread":0.2995951298425742,"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."}}