{"id":"W4297980131","doi":"10.1016/j.soncn.2022.151326","title":"Prehabilitation: Introduction","year":2022,"lang":"en","type":"article","venue":"Seminars in Oncology Nursing","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Prehabilitation; Medicine; General surgery; Physical therapy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0004898225,0.00007060322,0.0001771648,0.000209609,0.0001437508,0.000002606632,0.00004212972,0.00005783921,0.0005910388],"category_scores_gemma":[0.0001710102,0.00007401982,0.00006143428,0.0003874713,0.0001537104,0.00005359139,0.00002014565,0.0003039441,0.000006585458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371175,"about_ca_system_score_gemma":0.0001460742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006900767,"about_ca_topic_score_gemma":0.000003166461,"domain_scores_codex":[0.999004,0.0001941944,0.0002241225,0.000243809,0.0001691019,0.0001647636],"domain_scores_gemma":[0.9995861,0.0001303009,0.00005338003,0.0001574108,0.00003511468,0.00003770308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007578406,0.002479546,0.02152534,0.0001199127,0.0000173661,0.00002716611,0.01668182,0.001064073,0.01345274,0.003135062,0.04237121,0.8983679],"study_design_scores_gemma":[0.006597068,0.01610802,0.3865055,0.0004013609,0.0001541002,0.0007497008,0.08849047,0.003621143,0.0003863555,0.02936346,0.4670962,0.0005266094],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9356377,0.001227935,0.0001136593,0.04844649,0.001291634,0.0005015218,0.000001247266,0.00004233484,0.01273755],"genre_scores_gemma":[0.992807,0.0000351858,0.005513522,0.0002838007,0.0002661081,0.0001407041,0.00004748825,0.0000139245,0.0008922634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8978413,"threshold_uncertainty_score":0.647146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008783714892761507,"score_gpt":0.3313909815152617,"score_spread":0.3226072666225002,"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."}}