{"id":"W3089030440","doi":"10.3389/fonc.2020.571091","title":"Feasibility of Prehabilitation Prior to Breast Cancer Surgery: A Mixed-Methods Study","year":2020,"lang":"en","type":"article","venue":"Frontiers in Oncology","topic":"Cancer survivorship and care","field":"Medicine","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"Fondation du cancer du sein du Québec","keywords":"Prehabilitation; Medicine; Physical therapy; Breast cancer; Adverse effect; Quality of life (healthcare); Cancer; Nursing; Internal medicine","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":[0.001004371,0.0001196844,0.0007548559,0.0001528462,0.00001866837,0.000003004816,0.00009454296,0.0001144119,0.0001072525],"category_scores_gemma":[0.0006376731,0.0001138011,0.0001087162,0.0006379674,0.00007823546,0.00004124319,0.00006146842,0.0001832492,0.00000219873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000610362,"about_ca_system_score_gemma":0.00056867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001211819,"about_ca_topic_score_gemma":0.00264782,"domain_scores_codex":[0.9981229,0.0006721772,0.0004349181,0.000387994,0.0001710793,0.0002109496],"domain_scores_gemma":[0.9989822,0.0003186101,0.0001028607,0.00024568,0.0001591376,0.0001914951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001754488,0.0004178319,0.7197347,0.0001325638,0.0000387648,0.00000921086,0.01181573,0.00001202031,0.0001953734,0.000002291912,0.01243071,0.2534563],"study_design_scores_gemma":[0.001260159,0.001061922,0.9707555,0.00004127103,0.00008052457,0.000003929295,0.01923385,0.00009993496,0.0001334116,0.00005718508,0.007165701,0.0001066409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9810885,0.0004082189,0.005014665,0.009527589,0.002282973,0.001348809,0.00004422007,0.00003192479,0.0002530778],"genre_scores_gemma":[0.9844348,0.00001896314,0.01401033,0.001112164,0.0001468028,0.000218133,0.000005226863,0.00001614167,0.00003743761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533497,"threshold_uncertainty_score":0.4640673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03975173267012504,"score_gpt":0.408305938073955,"score_spread":0.36855420540383,"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."}}