{"id":"W4206079638","doi":"10.2196/preprints.29936","title":"Virtual Prehabilitation in Patients With Cancer Undergoing Surgery During the COVID-19 Pandemic: Protocol for a Prospective Feasibility Study (Preprint)","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Telehealth; Medicine; Adverse effect; Psychosocial; Protocol (science); Pandemic; Discontinuation; Health care; Telemedicine; Family medicine; Physical therapy; Coronavirus disease 2019 (COVID-19); Surgery; Alternative medicine; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03863623,0.004644473,0.005102892,0.002225476,0.003628156,0.002719818,0.002998758,0.006720519,0.07061417],"category_scores_gemma":[0.03022489,0.003134415,0.0037719,0.001964155,0.002905711,0.003185806,0.002401834,0.005929619,0.01466336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003688123,"about_ca_system_score_gemma":0.0175486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001385778,"about_ca_topic_score_gemma":0.0025076,"domain_scores_codex":[0.9785493,0.01429724,0.002664755,0.001132788,0.001625206,0.001730693],"domain_scores_gemma":[0.9830617,0.005591602,0.0030406,0.002403338,0.003726409,0.002176346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.6275328,0.0941204,0.004491764,0.04795309,0.00143625,0.001560457,0.002834745,0.006190063,0.008753154,0.01211751,0.07148942,0.1215203],"study_design_scores_gemma":[0.59839,0.1750133,0.01472562,0.01424692,0.0008843246,0.0005018315,0.001609391,0.003997567,0.004181836,0.006581769,0.1793905,0.0004768634],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009331056,0.00006662518,0.0005928557,0.00008601046,0.00009336161,0.9975421,0.0003697199,0.00001560192,0.0003007167],"genre_scores_gemma":[0.0007186045,0.00005873298,0.0008408006,0.0001039153,0.00002400079,0.9980724,0.00007136459,0.000001240661,0.0001088202],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07061417,"threshold_uncertainty_score":0.2362279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09684150643688517,"score_gpt":0.4335978661531346,"score_spread":0.3367563597162494,"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."}}