{"id":"W4320486596","doi":"10.1097/01.reo.0000000000000333","title":"Academy of Oncologic Physical Therapy CSM 2023 Platform and Poster Presentations","year":2023,"lang":"en","type":"article","venue":"Rehabilitation Oncology","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Medical physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001829445,0.00009002852,0.0003048851,0.0001579153,0.00004442155,0.000003487642,0.00003297715,0.0001133481,0.00007418203],"category_scores_gemma":[0.0002111317,0.00006668008,0.00008912523,0.0002996781,0.0001722545,0.00006400648,0.00002828525,0.00009893454,0.00008426613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008140659,"about_ca_system_score_gemma":0.00006355107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001741672,"about_ca_topic_score_gemma":0.000004336604,"domain_scores_codex":[0.9992167,0.00007422204,0.0002271603,0.0001982356,0.0001376175,0.0001460643],"domain_scores_gemma":[0.9972277,0.002476607,0.00008086007,0.00008931217,0.00005605015,0.00006942177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008090036,0.004227748,0.642006,0.0001704433,0.0003351395,0.00003627387,0.009886637,0.00003433204,0.01378228,0.01081665,0.01947386,0.2984216],"study_design_scores_gemma":[0.002679065,0.003207493,0.9711145,0.00001671108,0.00004951775,0.0000155981,0.001032949,0.0001472636,0.0009150822,0.004198475,0.01656574,0.00005762918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757929,0.0002401468,0.000001745583,0.02086557,0.00005539741,0.0006604333,0.00001130236,0.0000518596,0.002320688],"genre_scores_gemma":[0.9980575,0.0003348344,0.0005494835,0.0004377247,0.00007649488,0.0002611655,0.00003175298,0.00001002844,0.0002409648],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3291085,"threshold_uncertainty_score":0.2719135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07265915246424239,"score_gpt":0.4189349748538942,"score_spread":0.3462758223896519,"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."}}