{"id":"W3000439674","doi":"10.29173/hsi70","title":"Cyberknife Offers Novel Non-Invasive & Non- Surgical Cancer Treatment Option to Canadians","year":2011,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Cyberknife; Medicine; Medical physics; Radiology; Radiation therapy; Radiosurgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002243383,0.0004377148,0.0002800478,0.0008703027,0.00357561,0.001452965,0.0006794918,0.001062802,0.04277088],"category_scores_gemma":[0.0006773804,0.0001819895,0.0006235493,0.0008912303,0.001324985,0.0008911072,0.001489944,0.001731801,0.004767318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005766061,"about_ca_system_score_gemma":0.01243077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4050965,"about_ca_topic_score_gemma":0.7488833,"domain_scores_codex":[0.9997376,0.00001636715,0.000007544899,0.00003706493,0.000129307,0.00007221235],"domain_scores_gemma":[0.9997043,0.00001554491,0.00001950985,0.00001032321,0.00009931198,0.0001509481],"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":[0.0002601591,0.0002047566,0.01096294,0.0009429171,0.00004475907,0.003465264,0.001677771,0.0003458073,0.003536873,0.02743288,0.3943897,0.5567362],"study_design_scores_gemma":[0.00004633217,0.00009956742,0.009808372,0.0003639801,0.00003057861,0.006885593,0.0009773207,0.0002170178,0.0004535059,0.002797827,0.9782599,0.00006003261],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05769256,0.1253029,0.009786807,0.1082127,0.009297803,0.0001675253,0.002050224,0.0008454378,0.686644],"genre_scores_gemma":[0.2647005,0.1625415,0.01313849,0.03216222,0.003545593,0.00009585702,0.001945948,0.0003830507,0.5214869],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5949035,"threshold_uncertainty_score":0.8054772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366584664124705,"score_gpt":0.4624663979605054,"score_spread":0.3258079315480349,"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."}}