{"id":"W4238606921","doi":"10.1120/jacmp.v15i3.4958","title":"2014 AAPM Spring Clinical Meeting ‐ Abstracts","year":2014,"lang":"en","type":"article","venue":"Journal of Applied Clinical Medical Physics","topic":"Parkinson's Disease and Spinal Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health; Cancer Care Ontario","keywords":"Medical physics; Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006171963,0.001052882,0.0005905571,0.001530048,0.001015468,0.001775817,0.0006535608,0.001804732,0.2654956],"category_scores_gemma":[0.00194693,0.0004117389,0.0007370277,0.0007057354,0.0004231741,0.0007097374,0.0008984314,0.001999303,0.1759202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008375779,"about_ca_system_score_gemma":0.00130012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001602837,"about_ca_topic_score_gemma":0.004139691,"domain_scores_codex":[0.9995869,0.00006473406,0.00004368862,0.00007793071,0.0001698643,0.00005682962],"domain_scores_gemma":[0.998747,0.00009426574,0.00006999292,0.00008588888,0.0006391245,0.0003636612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002954789,0.0002011999,0.001573309,0.0002809154,0.00003400949,0.001365031,0.00003503223,0.0001989955,0.002801029,0.0007876165,0.732079,0.2603484],"study_design_scores_gemma":[0.00005417985,0.0001251544,0.003089481,0.0002426221,0.00001648107,0.003811206,0.00003357363,0.000132174,0.0008785365,0.0006745918,0.9909242,0.00001784042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01434581,0.03665788,0.007928877,0.0330254,0.06796505,0.0006898362,0.005389567,0.002546964,0.8314506],"genre_scores_gemma":[0.05911689,0.03664964,0.006111343,0.007948624,0.02318035,0.000478868,0.00414472,0.0007402473,0.8616294],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2654956,"threshold_uncertainty_score":0.8881711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04233558730970173,"score_gpt":0.3824596002790649,"score_spread":0.3401240129693632,"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."}}