{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006818794,0.0001645991,0.0004169446,0.0002833639,0.0002440887,0.00001328458,0.0001791928,0.00004978688,0.0001409748],"category_scores_gemma":[0.000005152444,0.0001718859,0.0002176415,0.0005078435,0.000200439,0.0009044124,0.00007737433,0.00003778518,0.000004312522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009740095,"about_ca_system_score_gemma":0.0007716855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002423965,"about_ca_topic_score_gemma":0.00006863141,"domain_scores_codex":[0.9990779,0.00007974308,0.0001039158,0.0003624304,0.0002113398,0.0001646751],"domain_scores_gemma":[0.9992043,0.0001813611,0.0000930533,0.000295233,0.00009186548,0.0001341289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.03554077,0.01054877,0.8232304,0.0005882711,0.002664151,0.0003729583,0.09298477,0.00006567552,0.001103593,0.0005849993,0.003089578,0.0292261],"study_design_scores_gemma":[0.01865933,0.01817458,0.0738375,0.0002773251,0.0008192076,0.0000320361,0.886231,0.0001556295,0.0001021166,0.0001555279,0.001274502,0.0002812517],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942978,0.00001727191,0.001395443,0.0003754674,0.00009118923,0.001530459,0.00008507685,0.0001675459,0.00203977],"genre_scores_gemma":[0.9845628,0.000003393208,0.002290619,0.00005669785,0.00003654865,0.000001078501,0.00005201992,0.00001260781,0.01298431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7932462,"threshold_uncertainty_score":0.7009302,"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."}}