{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004470826,0.00165786,0.003821888,0.0007707697,0.0007884203,0.001253404,0.001324984,0.002654637,0.009887918],"category_scores_gemma":[0.006719201,0.0009502264,0.002717062,0.0009003922,0.00145741,0.001377883,0.0007841378,0.002320124,0.0008487898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000940287,"about_ca_system_score_gemma":0.002780577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001700655,"about_ca_topic_score_gemma":0.002846499,"domain_scores_codex":[0.9965793,0.002142552,0.0003638035,0.0003976907,0.000270996,0.0002456088],"domain_scores_gemma":[0.9952803,0.001923213,0.001326993,0.0002967116,0.0003878699,0.000784953],"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":[0.9808735,0.008876584,0.0003907627,0.0009891393,0.0006726195,0.00001975551,0.00003161933,0.00009235795,0.0003681,0.00004548956,0.0001738627,0.007466241],"study_design_scores_gemma":[0.9427022,0.05579655,0.0007883571,0.00006700159,0.0002774608,0.00001033976,0.00001329549,0.0001065113,0.00007288931,0.00003350286,0.0001271606,0.000004702684],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508008,0.007460764,0.001433169,0.000927074,0.001069348,0.03523007,0.00120238,0.0001812214,0.001695027],"genre_scores_gemma":[0.9322922,0.00457864,0.005584179,0.00105361,0.001035081,0.05247371,0.0007475137,0.00002016292,0.002214943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009887918,"threshold_uncertainty_score":0.03307831,"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."}}