{"id":"W4318477815","doi":"10.1088/2057-1976/acb6ef","title":"Six degrees of freedom intrafraction cranial motion detection using a novel capacitive monitoring technique: evaluation with human subjects","year":2023,"lang":"en","type":"article","venue":"Biomedical Physics & Engineering Express","topic":"Advanced Radiotherapy Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Brainlab; Atlantic Canada Opportunities Agency","keywords":"Capacitive sensing; Computer science; Calibration; Data acquisition; Acoustics; Artificial intelligence; Computer vision; Simulation; Biomedical engineering; Mathematics; Physics; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002225492,0.0002047847,0.0002175035,0.0001818604,0.00009884037,0.00002104711,0.0001129546,0.00008647641,0.00001017735],"category_scores_gemma":[0.00001363993,0.0002016897,0.000064646,0.0005801479,0.00008500122,0.0003127074,0.00002811706,0.0002350832,4.973639e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001533635,"about_ca_system_score_gemma":0.00002960448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002713915,"about_ca_topic_score_gemma":2.146485e-7,"domain_scores_codex":[0.9987359,0.00002582851,0.0002381027,0.0002647081,0.0004864211,0.0002490066],"domain_scores_gemma":[0.9993631,0.00005679063,0.000160659,0.0001968558,0.0001555015,0.00006715098],"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":[0.00001511922,0.00008735593,0.0002867231,0.00003212155,0.00006302802,4.434233e-7,0.0001749183,0.07138737,0.9221492,0.0002733465,0.000001830975,0.005528512],"study_design_scores_gemma":[0.0009465889,0.0002012876,0.003347068,0.000368874,0.00009103938,0.000002769886,0.0001129443,0.3604739,0.6334077,0.0003924241,0.0002559022,0.0003994861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3571633,0.000005027753,0.6421303,0.00000194088,0.0001440798,0.0003160734,0.00001761948,0.0002168869,0.000004830732],"genre_scores_gemma":[0.8399851,0.000001109,0.1588564,3.055864e-7,0.0008819432,0.0001816002,0.00004398673,0.00004740718,0.000002090073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4832738,"threshold_uncertainty_score":0.8224669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02426995397169514,"score_gpt":0.2939279831335491,"score_spread":0.2696580291618539,"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."}}