{"id":"W3043099614","doi":"10.1097/01.reo.0000000000000224","title":"Shoulder Dysfunction in Breast Cancer Survivors: Can Treatment Type or Musculoskeletal Factors Identify Those at Higher Risk?","year":2020,"lang":"en","type":"article","venue":"Rehabilitation Oncology","topic":"Nerve Injury and Rehabilitation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Saskatchewan Health Authority; Saskatchewan Health; University of Saskatchewan","funders":"","keywords":"Medicine; Breast cancer; Physical therapy; Range of motion; Rehabilitation; Population; Cancer; Frozen shoulder; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002854981,0.0002545715,0.000517245,0.0001787208,0.0001075611,0.000009982855,0.0000609808,0.0002991983,0.002386825],"category_scores_gemma":[0.0005234874,0.0001778607,0.0001960941,0.0006416481,0.0001805309,0.000147978,0.00003286007,0.0002418952,0.00006667778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081056,"about_ca_system_score_gemma":0.0003807545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003604621,"about_ca_topic_score_gemma":0.009443663,"domain_scores_codex":[0.9977602,0.0005943068,0.0005522037,0.0005500032,0.000249891,0.0002933764],"domain_scores_gemma":[0.9979131,0.001179962,0.0001958389,0.0002357458,0.0002445625,0.0002307583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003780756,0.0008067508,0.951242,0.0002704772,0.000121676,0.0000191239,0.007825827,0.0002978663,0.008083827,0.00006779923,0.001295795,0.02618811],"study_design_scores_gemma":[0.003002764,0.007493929,0.9646783,0.00005273586,0.0001861497,0.000009981547,0.001903748,0.0001358621,0.0001563542,0.0000742492,0.02211446,0.0001914681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9667395,0.0001457098,0.00001919837,0.0306365,0.001030507,0.000979654,0.00008918715,0.0001022148,0.0002574753],"genre_scores_gemma":[0.9970608,0.0001778444,0.0004577951,0.00044797,0.0003331575,0.0001866035,0.0001413361,0.00003764321,0.001156881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03032121,"threshold_uncertainty_score":0.9985251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04031226901502927,"score_gpt":0.3822566113672881,"score_spread":0.3419443423522588,"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."}}