{"id":"W2545888153","doi":"10.3747/co.23.3155","title":"Clinical Surveillance Compared with Clinical and Magnetic Resonance Imaging Surveillance for Brain Metastasis: A Feasibility Survey","year":2016,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Juravinski Cancer Centre; McMaster University","funders":"","keywords":"Medicine; Magnetic resonance imaging; Medical physics; Brain metastasis; Radiology; Metastasis; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01338724,0.0003104453,0.0005090471,0.001409167,0.0004626721,0.000768506,0.0005274138,0.0007333628,0.001999107],"category_scores_gemma":[0.01700998,0.0003346038,0.001058611,0.001342629,0.0006204652,0.001300522,0.001088231,0.0006309406,0.0005748963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000688906,"about_ca_system_score_gemma":0.001061895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009317203,"about_ca_topic_score_gemma":0.001108446,"domain_scores_codex":[0.9932627,0.003843857,0.0009587546,0.0003889395,0.00113781,0.0004080641],"domain_scores_gemma":[0.9803746,0.005887301,0.008379695,0.0005110248,0.002126157,0.002721161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.002118025,0.001035819,0.9904061,0.00008120049,0.0001146621,0.00003494868,0.0004230544,0.0001001648,0.0001981737,0.00003122543,0.0002335486,0.005223081],"study_design_scores_gemma":[0.000239773,0.007125059,0.9904352,0.000026162,0.00005050794,0.000111377,0.0008852969,0.0002727215,0.0001584793,0.0000256969,0.0006528317,0.0000169097],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997659,0.0001534197,0.0002076658,0.0001605758,0.0000110019,0.0005336389,0.0004081298,0.000004480377,0.0008619484],"genre_scores_gemma":[0.997979,0.000119063,0.0003591828,0.00009707637,0.00002096711,0.0008284553,0.0004398865,0.000002451052,0.0001539588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01338724,"threshold_uncertainty_score":0.07079935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2246877556382861,"score_gpt":0.4817271243880172,"score_spread":0.2570393687497312,"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."}}