{"id":"W2788540289","doi":"10.1177/0269215518757292","title":"Prospective surveillance and targeted physiotherapy for arm morbidity after breast cancer surgery: a pilot randomized controlled trial","year":2018,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Cancer survivorship and care","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Fraser Health; Simon Fraser University; University of Alberta; University of British Columbia","funders":"Providence Health Care","keywords":"Medicine; Randomized controlled trial; Breast cancer; Physical therapy; Surgery; Pilot trial; Prospective cohort study; Physical medicine and rehabilitation; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003846503,0.0001890825,0.001854844,0.00006589821,0.00006550147,0.00002401889,0.00003740324,0.0001231974,0.0002282732],"category_scores_gemma":[0.007620615,0.0001325724,0.0007347799,0.0001619221,0.0007148427,0.00007840317,0.00001217621,0.0001381519,0.000004393268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005263,"about_ca_system_score_gemma":0.0002697735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023929,"about_ca_topic_score_gemma":0.001114011,"domain_scores_codex":[0.9973817,0.0007172335,0.0009420524,0.0005013385,0.0002376116,0.0002200456],"domain_scores_gemma":[0.984118,0.01434819,0.0002908151,0.0002556809,0.0008398793,0.0001473746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9327017,0.0006711553,0.06088661,0.00009662907,0.000233088,3.81698e-7,0.0004465045,1.226673e-7,0.00006026866,0.00005195592,0.0008885573,0.003963027],"study_design_scores_gemma":[0.6936845,0.002958226,0.3007205,0.00008751907,0.0001205785,7.393392e-7,0.00005134676,0.0002173166,0.00001066545,0.001719011,0.0003014525,0.0001281389],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837345,0.0004694028,0.000375028,0.004127131,0.002161048,0.008902768,0.00009468604,0.00006434482,0.00007109719],"genre_scores_gemma":[0.9904368,0.0002223504,0.0002599123,0.0005905883,0.002303052,0.00592667,0.00001846892,0.0000290447,0.0002131236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2398339,"threshold_uncertainty_score":0.9123138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02439156506179617,"score_gpt":0.3833147197436883,"score_spread":0.3589231546818921,"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."}}