{"id":"W7128986162","doi":"","title":"A Mobile App with Virtual Physical Therapy Support for Shoulder Rehabilitation Following Breast Reconstruction: A Pilot Study","year":2025,"lang":"en","type":"article","venue":"University Library (University of Saskatchewan)","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rehabilitation; Breast cancer; Quality of life (healthcare); Randomized controlled trial; Range of motion; Population; eHealth","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":[0.002809839,0.0007272512,0.001013173,0.0008705736,0.0007021413,0.0008204694,0.0007047908,0.00105557,0.004150765],"category_scores_gemma":[0.00422986,0.0005151943,0.001278088,0.0003951493,0.0005974043,0.000894398,0.0007233829,0.001069961,0.0006309294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004002376,"about_ca_system_score_gemma":0.001551894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001462673,"about_ca_topic_score_gemma":0.002552698,"domain_scores_codex":[0.9989335,0.0004081309,0.0001089997,0.0001038294,0.0002161535,0.0002294907],"domain_scores_gemma":[0.9981154,0.0008586274,0.0001810866,0.0001280437,0.000368133,0.0003486653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03967036,0.6579723,0.03560834,0.008941106,0.0007772021,0.001937401,0.01022144,0.0007624889,0.01621381,0.0003932182,0.003016666,0.2244857],"study_design_scores_gemma":[0.02194995,0.8692656,0.08852797,0.0005930281,0.0008794177,0.0006461912,0.00677873,0.001626653,0.003693614,0.0001748148,0.005760656,0.0001033311],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942794,0.0002379967,0.0003050499,0.00009329634,0.00004477603,0.004468438,0.000124761,0.00001698304,0.0004292833],"genre_scores_gemma":[0.9727905,0.001798683,0.006074179,0.0004310659,0.0001283958,0.01663723,0.0002676698,0.00001026924,0.001862048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004150765,"threshold_uncertainty_score":0.01486003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008198252125440224,"score_gpt":0.2121153896643883,"score_spread":0.2039171375389481,"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."}}