{"id":"W2594767389","doi":"10.1016/j.jmir.2017.02.037","title":"Cone Beam vs. Stick Method: A Retrospective Analysis Comparing the Accuracy of Cone Beam Gap Measurements to Conventional Stick Measurements for Head and Neck Patients Undergoing Radiation Therapy","year":2017,"lang":"en","type":"article","venue":"Journal of medical imaging and radiation sciences","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Head and neck; Radiation therapy; Medicine; Cone beam ct; Beam (structure); Nuclear medicine; External beam radiation; Radiology; Surgery; Optics; Physics; Computed tomography","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":[0.002672382,0.0002386348,0.0005145501,0.000955446,0.0002813023,0.0005685249,0.0004442827,0.0004006151,0.0003922498],"category_scores_gemma":[0.01387225,0.0002035987,0.0003635135,0.001070159,0.0003639202,0.0004626117,0.0003914585,0.000360899,0.000158252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004253448,"about_ca_system_score_gemma":0.0005829958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004995022,"about_ca_topic_score_gemma":0.00464743,"domain_scores_codex":[0.9973538,0.0006292231,0.0003440789,0.0004360443,0.001106352,0.0001305616],"domain_scores_gemma":[0.9828841,0.006604383,0.005103367,0.001409015,0.003609437,0.0003897268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007106647,0.00002267189,0.9918006,0.00003830629,0.00006747147,0.0001083127,0.0001785101,0.0001096979,0.001156426,0.00002155097,0.00007560237,0.005710276],"study_design_scores_gemma":[0.00001604989,0.0007340586,0.9943377,0.00001660483,0.0001354033,0.001150601,0.0003644078,0.00113207,0.001691275,0.00003215274,0.0003747605,0.0000148923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967493,0.0009886104,0.001390525,0.00002228009,0.00002161886,0.00002880345,0.0003352708,0.00001640088,0.0004472283],"genre_scores_gemma":[0.9990389,0.000175559,0.0004962005,0.00002151838,0.000009254576,0.000009806171,0.0001677449,0.000009483326,0.00007151311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004995022,"threshold_uncertainty_score":0.0141331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242183654086507,"score_gpt":0.4234305030180581,"score_spread":0.2992121376094074,"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."}}