{"id":"W2023405223","doi":"10.1118/1.2962449","title":"TU‐C‐AUD C‐03: Teletherapy MicroRT Using a Commercial 192Ir Source","year":2008,"lang":"en","type":"article","venue":"Medical Physics","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Collimator; Fiducial marker; Computer science; Scanner; Radiation; Isocenter; Optics; Nuclear medicine; Physics; Imaging phantom; Computer vision; Medicine","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":[0.0004670488,0.0004042334,0.0004213272,0.0004175092,0.0002536188,0.0004299769,0.0008805521,0.0004368979,0.009445573],"category_scores_gemma":[0.0002466767,0.0003255146,0.0004209324,0.0003422786,0.0002489229,0.0004126992,0.0003830167,0.0005377564,0.001662173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345288,"about_ca_system_score_gemma":0.0007195536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496177,"about_ca_topic_score_gemma":0.001828186,"domain_scores_codex":[0.9998059,0.00001865656,0.00000803582,0.00005600427,0.00008310018,0.00002842492],"domain_scores_gemma":[0.9997906,0.00004782548,0.00003525683,0.00005196157,0.00002700808,0.0000472596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007268015,0.000155497,0.0008105091,0.0001974508,0.00002744002,0.0001088636,0.00007185485,0.002406386,0.9582388,0.000564536,0.002506093,0.03418578],"study_design_scores_gemma":[0.0002781099,0.003812844,0.01094891,0.00004150566,0.00009213353,0.002005705,0.0000301592,0.01660866,0.9080642,0.0001449675,0.05787344,0.00009934724],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4986114,0.001571299,0.4457225,0.0003915368,0.0001964243,0.001713238,0.003133042,0.02273231,0.02592815],"genre_scores_gemma":[0.6733711,0.0008460762,0.287227,0.0002741372,0.00007670889,0.001791739,0.002247512,0.001748748,0.0324169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009445573,"threshold_uncertainty_score":0.03159863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095257005771869,"score_gpt":0.3011523161487034,"score_spread":0.2801997460909847,"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."}}