{"id":"W2590238499","doi":"10.1200/jco.2012.30.34_suppl.211","title":"Peer-review of radiation treatment planning in a provincial radiation oncology program: A survey of current practice.","year":2012,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Cancer Care Ontario; Princess Margaret Cancer Centre; Credit Valley Hospital","funders":"","keywords":"Medicine; Peer review; Radiation oncology; Likert scale; Family medicine; Radiation Therapist; Radiation therapy; Surgery; Psychology","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":[0.008667873,0.0001971963,0.0003076985,0.001696209,0.00268677,0.001780139,0.00211794,0.0006756404,0.003419636],"category_scores_gemma":[0.04843893,0.0004901423,0.0002700661,0.003253161,0.001976326,0.001053601,0.002122601,0.000779157,0.000572333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009993222,"about_ca_system_score_gemma":0.02749201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2001425,"about_ca_topic_score_gemma":0.2883107,"domain_scores_codex":[0.9865503,0.005281474,0.001153597,0.0008040117,0.004996109,0.001214408],"domain_scores_gemma":[0.8979549,0.02427587,0.03293699,0.003413671,0.02281479,0.01860372],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002431196,0.0003422835,0.6987443,0.00239475,0.00007630867,0.001841496,0.07241133,0.0004796361,0.003231002,0.000256178,0.024107,0.1958726],"study_design_scores_gemma":[0.00004644833,0.0008710296,0.8680457,0.0008843507,0.00003541004,0.003244967,0.07129968,0.001229502,0.0006385674,0.0001476356,0.05346679,0.00008986546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977808,0.004907519,0.0009667451,0.006129332,0.00007969956,0.0006684726,0.000506141,0.0001513924,0.008782585],"genre_scores_gemma":[0.9905255,0.003555327,0.002346484,0.00101924,0.00004274016,0.0001555209,0.0002566054,0.00004837463,0.002050163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9913321,"threshold_uncertainty_score":0.397955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2575277902722556,"score_gpt":0.6351456929939162,"score_spread":0.3776179027216606,"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."}}