{"id":"W4404479576","doi":"10.2196/64427","title":"Feasibility, User Acceptance, and Outcomes of Using a Cancer Prehabilitation App for Exercise: Pilot Cohort Study","year":2024,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Cancer survivorship and care","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Prehabilitation; Preprint; Physical activity; World Wide Web; Psychology; Computer science; Medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002442572,0.0005306658,0.0005614673,0.0005882838,0.0009321291,0.0007615497,0.0004429228,0.0006569279,0.001864198],"category_scores_gemma":[0.004502235,0.000448071,0.001421325,0.0004836687,0.000380426,0.0009557847,0.0007198969,0.0009504125,0.0007736182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000515921,"about_ca_system_score_gemma":0.0007789083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004556326,"about_ca_topic_score_gemma":0.006327407,"domain_scores_codex":[0.9989398,0.000322794,0.0001369206,0.0001920286,0.000232147,0.0001763421],"domain_scores_gemma":[0.997427,0.0005129603,0.0006429888,0.000306156,0.0006127878,0.000497955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002813703,0.004823205,0.9836003,0.000088723,0.0003028182,0.0002047591,0.001379478,0.00004859005,0.0006742983,0.00001699271,0.0003867128,0.005660454],"study_design_scores_gemma":[0.0004289553,0.01389882,0.9825506,0.00003228673,0.0002477598,0.000302277,0.001327165,0.0003970447,0.0002973166,0.00002781318,0.0004609587,0.00002903497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991245,0.00003934558,0.00008103882,0.00001537022,0.000005136519,0.0002803279,0.000235636,0.000003933273,0.0002147586],"genre_scores_gemma":[0.9984192,0.00006835495,0.000235717,0.00006149767,0.000009297483,0.0005150102,0.0003807516,0.000003779795,0.0003064023],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004556326,"threshold_uncertainty_score":0.0129177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1167326898291204,"score_gpt":0.4960874807482406,"score_spread":0.3793547909191201,"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."}}