{"id":"W4229018246","doi":"10.2196/29936","title":"Virtual Prehabilitation in Patients With Cancer Undergoing Surgery During the COVID-19 Pandemic: Protocol for a Prospective Feasibility Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Prehabilitation; Telehealth; Medicine; Psychosocial; Adverse effect; Pandemic; Protocol (science); Discontinuation; Health care; Telemedicine; Physical therapy; Family medicine; Coronavirus disease 2019 (COVID-19); Surgery; Alternative medicine; Internal medicine; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.05740745,0.004594298,0.00491565,0.002846876,0.004593935,0.003313487,0.003613676,0.006979285,0.05935004],"category_scores_gemma":[0.03766817,0.003019301,0.003634726,0.002563151,0.003397429,0.003524813,0.002909925,0.007116447,0.01275766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005612846,"about_ca_system_score_gemma":0.02145487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001960253,"about_ca_topic_score_gemma":0.00392536,"domain_scores_codex":[0.971181,0.0192985,0.003553318,0.001502786,0.002019862,0.002444513],"domain_scores_gemma":[0.9779696,0.006881176,0.003598521,0.003051867,0.00574415,0.002754544],"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":[0.558449,0.1098988,0.006763363,0.05041477,0.00157442,0.003166071,0.006474594,0.01120714,0.01031788,0.02252332,0.0771815,0.1420293],"study_design_scores_gemma":[0.5315075,0.1430346,0.0183493,0.01698405,0.000922737,0.0007735504,0.002974623,0.006808354,0.00455602,0.0118556,0.2615263,0.0007073804],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0006536269,0.00004353294,0.0006091333,0.00006776744,0.00006547932,0.9979837,0.0002662495,0.00001157283,0.0002988994],"genre_scores_gemma":[0.0005482318,0.00004470479,0.0008743342,0.00006925044,0.00001647891,0.9983046,0.00005608569,0.000001032633,0.00008518583],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.05935004,"threshold_uncertainty_score":0.3036033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4723589011197174,"score_gpt":0.6254262327466418,"score_spread":0.1530673316269244,"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."}}