{"id":"W3199331035","doi":"10.1101/2021.09.08.21263307","title":"ACE-Neuro: A Tailored Exercise Oncology Program for Neuro-Oncology Patients – Study Protocol","year":2021,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Cancer survivorship and care","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Referral; Physical therapy; Rehabilitation; Internal medicine; Cancer; Oncology; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.005212616,0.001966876,0.002586139,0.001093525,0.004263369,0.001816238,0.002550769,0.002399877,0.05764439],"category_scores_gemma":[0.004667446,0.00149815,0.001673062,0.001417077,0.001216469,0.001336888,0.001586784,0.003949134,0.01030868],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007689707,"about_ca_system_score_gemma":0.03049818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03036799,"about_ca_topic_score_gemma":0.06854783,"domain_scores_codex":[0.9974953,0.000932376,0.0003256213,0.0003703047,0.0003209273,0.0005555736],"domain_scores_gemma":[0.9973738,0.0003296389,0.0002844897,0.000181356,0.0006315558,0.001199113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"not_applicable","study_design_scores_codex":[0.3873235,0.1958552,0.02606891,0.02130414,0.001245039,0.00158685,0.003179592,0.006360702,0.002937259,0.006117031,0.1564715,0.1915503],"study_design_scores_gemma":[0.5445825,0.09124409,0.1288626,0.007689685,0.0009577404,0.0005178604,0.002549577,0.00300811,0.001903211,0.0061593,0.2120952,0.0004300582],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01035145,0.0002515781,0.0006532601,0.0003282174,0.00009747159,0.9797861,0.005544411,0.00005669338,0.00293093],"genre_scores_gemma":[0.005601615,0.0001680426,0.001223483,0.0002506209,0.00003142341,0.9909269,0.0009893309,0.000004507839,0.0008040998],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05764439,"threshold_uncertainty_score":0.1928397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04515450618049736,"score_gpt":0.3870903207367794,"score_spread":0.341935814556282,"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."}}